cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics
Creators: name: Liu, Peiqi
name: Orru, Yaswanth
name: Vakil, Jay
name: Paxton, Chris
name: Shafiullah, Nur Muhammad Mahi
name: Pinto, Lerrel
Publisher: name: arXiv
Year: 2024
Subjects: subject: Robotics (cs.RO)
subject: Artificial Intelligence (cs.AI)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Machine Learning (cs.LG)
subject: FOS: Computer and information sciences

description: Remarkable progress has been made in recent years in the fields of vision, language, and robotics. We now have vision models capable of recognizing objects based on language queries, navigation systems that can effectively control mobile systems, and grasping models that can handle a wide range of objects. Despite these advancements, general-purpose applications of robotics still lag behind, even though they rely on these fundamental capabilities of recognition, navigation, and grasping. In this paper, we adopt a systems-first approach to develop a new Open Knowledge-based robotics framework called OK-Robot. By combining Vision-Language Models (VLMs) for object detection, navigation primitives for movement, and grasping primitives for object manipulation, OK-Robot offers a integrated solution for pick-and-drop operations without requiring any training. To evaluate its performance, we run OK-Robot in 10 real-world home environments. The results demonstrate that OK-Robot achieves a 58.5% success rate in open-ended pick-and-drop tasks, representing a new state-of-the-art in Open Vocabulary Mobile Manipulation (OVMM) with nearly 1.8x the performance of prior work. On cleaner, uncluttered environments, OK-Robot's performance increases to 82%. However, the most important insight gained from OK-Robot is the critical role of nuanced details when combining Open Knowledge systems like VLMs with robotic modules. Videos of our experiments and code are available on our website: https://ok-robot.github.io
description: Github repo: https://github.com/ok-robot/ok-robot
sj-docx-1-opp-10.1177_10781552231162012 - Supplemental material for Prescribing practices of oncology pharmacists working in ambulatory cancer centers in Alberta
Creators: name: Hynes, Kyia
name: Folkman, Frances
name: Dersch-Mills, Deonne
name: Marin, Helen
name: Ghosh, Sunita
name: Chambers, Carole
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: FOS: Clinical medicine
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified

description: Supplemental material, sj-docx-1-opp-10.1177_10781552231162012 for Prescribing practices of oncology pharmacists working in ambulatory cancer centers in Alberta by Kyia Hynes, Frances Folkman, Deonne Dersch-Mills, Helen Marin, Sunita Ghosh and Carole Chambers in Journal of Oncology Pharmacy Practice
Die Konzilsbriefe des "Grafen" Ladislaus Kulczycki
Creators: name: Conzemius, Victor
Publisher: name: Römische Quartalschrift
Year: 1970

description: Römische Quartalschrift, Bd. 76 Nr. 3/4 (1981): Römische Quartalschrift, Band 76, Heft 3/4
sj-docx-4-ajr-10.1177_19458924231162437 - Supplemental material for A Scoping Review of Artificial Intelligence Research in Rhinology
Creators: name: Osie, Gabriel
name: Darbari Kaul, Rhea
name: Alvarado, Raquel
name: Katsoulotos, Gregory
name: Rimmer, Janet
name: Kalish, Larry
name: Campbell, Raewyn G.
name: Sacks, Raymond
name: Harvey, Richard J.
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 110315 Otorhinolaryngology
subject: FOS: Clinical medicine

description: Supplemental material, sj-docx-4-ajr-10.1177_19458924231162437 for A Scoping Review of Artificial Intelligence Research in Rhinology by Gabriel Osie, Rhea Darbari Kaul, Raquel Alvarado, Gregory Katsoulotos, Janet Rimmer, Larry Kalish, Raewyn G. Campbell, Raymond Sacks and Richard J. Harvey in American Journal of Rhinology & Allergy
57372: Shell holes at Hill 62 Sanctuary Wood Museum
Creators: name: Project Team, First World War Poetry Digital Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: No description available.
Cresmatoneta mutinensis
Creators: name: Beladjal, Lynda
name: Bouseksou, Samira
name: Kherbouche-Abrous, Ourida
name: Alioua, Youcef
name: Bosmans, Robert
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Linyphiidae
Cresmatoneta
Cresmatoneta mutinensis

description: 32. Cresmatoneta mutinensis (Canestrini, 1868)
Cresmatoneta mutinensis; Simon 1929: 740.
Citations (1): Algeria: Without precise locality (Simon 1929).
Distribution: Southern Europe, Russia (Europe), Turkey, Caucasus (World Spider Catalog 2024); Algeria.
Comment: In the World Spider Catalog (2024), Algeria is not yet included as part of the distribution area of the species.
description: Published as part of Beladjal, Lynda, Bouseksou, Samira, Kherbouche-Abrous, Ourida, Alioua, Youcef & Bosmans, Robert, 2025, First Exhaustive Catalog of Spiders of Algeria (Arachnida: Araneae), pp. 1-185 in Zootaxa 5598 (1) on page 71, DOI: 10.11646/zootaxa.5598.1.1, http://zenodo.org/record/14971861
Resources on Citizen Science
Creators: name: Birk, Kaarin
name: Sabaitytė, Giedrė
Publisher: name: Zenodo
Year: 2024

description: The list of resources has been compiled by the “LibOCS: University Libraries  Strengthening the Academia-Society Connection through Citizen Science in  the Baltics” project partners as milestone #34. 

The project has received funding from the European Commission’s  Erasmus+ KA2 Strategic Partnerships program under the grant agreement  number 2021-1-EE01-KA220-HED-000031125.

All pictures in this document were created with Microsoft Copilot.

This list of references was last updated in May 2024.
Neutron Scattering Studies on the High-$T_c$ Superconductor La$_3$Ni$_2$O$_{7-δ}$ at Ambient Pressure
Creators: name: Xie, Tao
name: Huo, Mengwu
name: Ni, Xiaosheng
name: Shen, Feiran
name: Huang, Xing
name: Sun, Hualei
name: Walker, Helen C.
name: Adroja, Devashibhai
name: Yu, Dehong
name: Shen, Bing
name: He, Lunhua
name: Cao, Kun
name: Wang, Meng
Publisher: name: arXiv
Year: 2024
Subjects: subject: Superconductivity (cond-mat.supr-con)
subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: FOS: Physical sciences

description: After several decades of studies of high-temperature superconductivity, there is no compelling theory for the mechanism yet; however, the spin fluctuations have been widely believed to play a crucial role in forming the superconducting Cooper pairs. The recent discovery of high-temperature superconductivity near 80 K in the bilayer nickelate La$_3$Ni$_2$O$_7$ under pressure provides a new platform to elucidate the origins of high-temperature superconductivity. We perform elastic and inelastic neutron scattering studies on a polycrystalline sample of La$_3$Ni$_2$O$_{7-δ}$ at ambient pressure. No magnetic order can be identified down to 10 K. The absence of long-range magnetic order in neutron diffraction measurements may be ascribed to the smallness of the magnetic moment. However, we observe a weak flat spin-fluctuation signal at $\sim$ 45 meV in the inelastic scattering spectra. The observed spin excitations could be interpreted as a result of strong interlayer and weak intralayer magnetic couplings for stripe-type antiferromagnetic orders. Our results provide crucial information on the spin dynamics and are thus important for understanding the superconductivity in La$_3$Ni$_2$O$_7$.
description: 10 pages, 9 figures with supplementary information
An embedding-based distance for temporal graphs
Creators: name: Dall'Amico, Lorenzo
name: Barrat, Alain
name: Cattuto, Ciro
Publisher: name: arXiv
Year: 2024
Subjects: subject: Social and Information Networks (cs.SI)
subject: Machine Learning (cs.LG)
subject: Physics and Society (physics.soc-ph)
subject: FOS: Computer and information sciences
subject: FOS: Physical sciences

description: Temporal graphs are commonly used to represent time-resolved relations between entities in many natural and artificial systems. Many techniques were devised to investigate the evolution of temporal graphs by comparing their state at different time points. However, quantifying the similarity between temporal graphs as a whole is an open problem. Here, we use embeddings based on time-respecting random walks to introduce a new notion of distance between temporal graphs. This distance is well-defined for pairs of temporal graphs with different numbers of nodes and different time spans. We study the case of a matched pair of graphs, when a known relation exists between their nodes, and the case of unmatched graphs, when such a relation is unavailable and the graphs may be of different sizes. We use empirical and synthetic temporal network data to show that the distance we introduce discriminates graphs with different topological and temporal properties. We provide an efficient implementation of the distance computation suitable for large-scale temporal graphs.
Commutativity of involutive two-valued groups
Creators: name: Gaifullin, Alexander A.
Publisher: name: arXiv
Year: 2024
Subjects: subject: Group Theory (math.GR)
subject: FOS: Mathematics
subject: 20N99, 08A05

description: In 2022, V. M. Buchstaber, A. P. Veselov, and the author proved a number of classification results for involutive commutative two-valued groups, including a complete classification in the finitely generated case. In the present note, we prove that any involutive two-valued group is commutative, so all these results are valid without the assumption of commutativity.
description: 3 pages
Presentation: Movits: a Minimalist Toolkit for Embodied Sketching
Creators: name: Vega-Cebrián, José Manuel
name: Turmo Vidal, Laia
name: Tajadura-Jiménez, Ana
name: Bonino Covas, Tomás
name: Márquez Segura, Elena
Publisher: name: Zenodo
Year: 2024
Subjects: Wearables
Toolkit
Technology Probes
Embodied Sketching
Motor Learning
Multisensory Feedback
Biofeedback
Ideation
Bodystorming
Bodystorming Basket
Ideation Props
Ideation Probes

description: This slideshow was used to present the conference paper Movits: a Minimalist Toolkit for Embodied Sketching during the  Designing Interactive Systems Conference (DIS '24) , IT University of Copenhagen, Denmark, July 01–05, 2024.

The archive includes the source ODP presentation, the demo video used in slide #3, and a PDF version.
Diplocephalus algericus Bosmans 1996
Creators: name: Beladjal, Lynda
name: Bouseksou, Samira
name: Kherbouche-Abrous, Ourida
name: Alioua, Youcef
name: Bosmans, Robert
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Linyphiidae
Diplocephalus
Diplocephalus algericus

description: 34. Diplocephalus algericus Bosmans, 1996
Diplocephalus algericus Bosmans 1996: 142.
Citations (3): Tizi Ouzou: Mizrana forest (Bosmans 1996); Taguemount Azouz (Bosmans 1996). Tlemcen: Tal Terni-Beni Hadiel road (Bosmans 1996).
Distribution: Algeria (World Spider Catalog 2024).
description: Published as part of Beladjal, Lynda, Bouseksou, Samira, Kherbouche-Abrous, Ourida, Alioua, Youcef & Bosmans, Robert, 2025, First Exhaustive Catalog of Spiders of Algeria (Arachnida: Araneae), pp. 1-185 in Zootaxa 5598 (1) on page 72, DOI: 10.11646/zootaxa.5598.1.1, http://zenodo.org/record/14971861
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model
Creators: name: Dong, Yafei
name: Gong, Kuang
Publisher: name: arXiv
Year: 2024
Subjects: subject: Image and Video Processing (eess.IV)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Medical Physics (physics.med-ph)
subject: FOS: Electrical engineering, electronic engineering, information engineering
subject: FOS: Computer and information sciences
subject: FOS: Physical sciences

description: Head and neck (H&N) cancers are among the most prevalent types of cancer worldwide, and [18F]F-FDG PET/CT is widely used for H&N cancer management. Recently, the diffusion model has demonstrated remarkable performance in various image-generation tasks. In this work, we proposed a 3D diffusion model to accurately perform H&N tumor segmentation from 3D PET and CT volumes. The 3D diffusion model was developed considering the 3D nature of PET and CT images acquired. During the reverse process, the model utilized a 3D UNet structure and took the concatenation of PET, CT, and Gaussian noise volumes as the network input to generate the tumor mask. Experiments based on the HECKTOR challenge dataset were conducted to evaluate the effectiveness of the proposed diffusion model. Several state-of-the-art techniques based on U-Net and Transformer structures were adopted as the reference methods. Benefits of employing both PET and CT as the network input as well as further extending the diffusion model from 2D to 3D were investigated based on various quantitative metrics and the uncertainty maps generated. Results showed that the proposed 3D diffusion model could generate more accurate segmentation results compared with other methods. Compared to the diffusion model in 2D format, the proposed 3D model yielded superior results. Our experiments also highlighted the advantage of utilizing dual-modality PET and CT data over only single-modality data for H&N tumor segmentation.
A Prompt-Engineered Large Language Model, Deep Learning Workflow for Materials Classification
Creators: name: Liu, Siyu
name: Wen, Tongqi
name: Pattamatta, A. S. L. Subrahmanyam
name: Srolovitz, David J.
Publisher: name: arXiv
Year: 2024
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: Large language models (LLMs) have demonstrated rapid progress across a wide array of domains. Owing to the very large number of parameters and training data in LLMs, these models inherently encompass an expansive and comprehensive materials knowledge database, far exceeding the capabilities of individual researcher. Nonetheless, devising methods to harness the knowledge embedded within LLMs for the design and discovery of novel materials remains a formidable challenge. We introduce a general approach for addressing materials classification problems, which incorporates LLMs, prompt engineering, and deep learning. Utilizing a dataset of metallic glasses as a case study, our methodology achieved an improvement of up to 463% in prediction accuracy compared to conventional classification models. These findings underscore the potential of leveraging textual knowledge generated by LLMs for materials especially in the common situation where datasets are sparse, thereby promoting innovation in materials discovery and design.
Additional file 1 of Multicenter epidemiological survey of pneumatosis intestinalis in Japan
Creators: name: Ohmiya, Naoki
name: Hirata, Ichiro
name: Sakamoto, Hirotsugu
name: Morishita, Toshifumi
name: Saito, Eiko
name: Matsuoka, Katsuyoshi
name: Nagaya, Tadanobu
name: Nagata, Shinji
name: Mukae, Miyuki
name: Sano, Koji
name: Suzuki, Takayoshi
name: Tarumi, Ken-ichi
name: Shimizu, Seiji
name: Kawashima, Kousaku
name: Hibi, Toshifumi
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Marine Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 1. Supplementary Table 1.
sj-docx-1-hss-10.1177_15563316231153845 – Supplemental material for Football Injuries of the Hand and Wrist: Acute Care and Management
Creators: name: Hotchkiss, Robert N.
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 110323 Surgery
subject: FOS: Clinical medicine

description: Supplemental material, sj-docx-1-hss-10.1177_15563316231153845 for Football Injuries of the Hand and Wrist: Acute Care and Management by Robert N. Hotchkiss in HSS Journal®: The Musculoskeletal Journal of Hospital for Special Surgery
Diplocephalus lancearius
Creators: name: Beladjal, Lynda
name: Bouseksou, Samira
name: Kherbouche-Abrous, Ourida
name: Alioua, Youcef
name: Bosmans, Robert
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Linyphiidae
Diplocephalus
Diplocephalus lancearius

description: 36. Diplocephalus lancearius (Simon, 1884)
Thaumatoncus lancearius Simon 1884c: 582.
Diplocephalus lancearius; Bosmans 2002: 22.
Citations (1): Tlemcen: Tlemcen (Simon 1884c; Bosmans 2002).
Distribution: Algeria (World Spider Catalog 2024).
description: Published as part of Beladjal, Lynda, Bouseksou, Samira, Kherbouche-Abrous, Ourida, Alioua, Youcef & Bosmans, Robert, 2025, First Exhaustive Catalog of Spiders of Algeria (Arachnida: Araneae), pp. 1-185 in Zootaxa 5598 (1) on page 72, DOI: 10.11646/zootaxa.5598.1.1, http://zenodo.org/record/14971861
Tracing the Genealogies of Ideas with Large Language Model Embeddings
Creators: name: Li, Lucian
Publisher: name: arXiv
Year: 2024
Subjects: subject: Computation and Language (cs.CL)
subject: Social and Information Networks (cs.SI)
subject: FOS: Computer and information sciences

description: In this paper, I present a novel method to detect intellectual influence across a large corpus. Taking advantage of the unique affordances of large language models in encoding semantic and structural meaning while remaining robust to paraphrasing, we can search for substantively similar ideas and hints of intellectual influence in a computationally efficient manner. Such a method allows us to operationalize different levels of confidence: we can allow for direct quotation, paraphrase, or speculative similarity while remaining open about the limitations of each threshold. I apply an ensemble method combining General Text Embeddings, a state-of-the-art sentence embedding method optimized to capture semantic content and an Abstract Meaning Representation graph representation designed to capture structural similarities in argumentation style and the use of metaphor. I apply this method to vectorize sentences from a corpus of roughly 400,000 nonfiction books and academic publications from the 19th century for instances of ideas and arguments appearing in Darwin's publications. This functions as an initial evaluation and proof of concept; the method is not limited to detecting Darwinian ideas but is capable of detecting similarities on a large scale in a wide range of corpora and contexts.
Resources on Citizen Science
Creators: name: Birk, Kaarin
name: Sabaitytė, Giedrė
Publisher: name: Zenodo
Year: 2025

description: The list of resources has been compiled by the “LibOCS: University Libraries  Strengthening the Academia-Society Connection through Citizen Science in  the Baltics” project partners as milestone #34. 

The project has received funding from the European Commission’s  Erasmus+ KA2 Strategic Partnerships program under the grant agreement  number 2021-1-EE01-KA220-HED-000031125.

All pictures in this document were created with Microsoft Copilot.

This list of references was first published on April 2024 and last updated in March 2025.
Additional file 2 of Modeling the distribution of Aloe ankoberensis and A. debrana under different climate change scenarios in North Shewa Zone, Amhara National Regional State, Ethiopia
Creators: name: Abebe, Haile
name: Desta, Anteneh Belayneh
name: Dejene, Sintayehu Workneh
Publisher: name: figshare
Year: 2024
Subjects: subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Computational Biology

description: Additional file 2: Table S2. Correlation matrix among environmental variables.
Supplemental Material - Palliative Care across Settings: Perspectives from Inpatient, Primary Care, and Home Health Care Providers and Staff
Creators: name: Tietbohl, Caroline K.
name: Dafoe, Ashley
name: Jordan, Sarah R.
name: Huebschmann, Amy G.
name: Lum, Hillary D.
name: Bowles, Kathryn H.
name: Jones, Christine D.
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111099 Nursing not elsewhere classified
subject: FOS: Health sciences
subject: 111702 Aged Health Care

description: Supplemental Material for Palliative Care across Settings: Perspectives from Inpatient, Primary Care, and Home Health Care Providers and Staff by Caroline K. Tietbohl, Ashley Dafoe, Sarah R. Jordan, Amy G. Huebschmann, Hillary D. Lum, Kathryn H. Bowles, and Christine D. Jones in American Journal of Hospice and Palliative MedicineÂ®
sj-docx-3-psg-10.1177_22925503231161066 - Supplemental material for Randomized Controlled Trial Comparing the Clinical Effectiveness of Collagenase Injection (Xiaflex®) and Palmar Fasciectomy in the Management of Dupuytren's Contracture
Creators: name: Thoma, Achilles
name: Murphy, Jessica
name: Gallo, Lucas
name: Ayeni, Bimpe
name: Thabane, Lehana
Publisher: name: SAGE Journals
Year: 2023
Subjects: Surgery

description: Supplemental material, sj-docx-3-psg-10.1177_22925503231161066 for Randomized Controlled Trial Comparing the Clinical Effectiveness of Collagenase Injection (Xiaflex®) and Palmar Fasciectomy in the Management of Dupuytren's Contracture by Achilles Thoma, Jessica Murphy and
Lucas Gallo, Bimpe Ayeni, Lehana Thabane in Plastic Surgery
Additional file 1 of Determining the prognosis of Lung cancer from mutated genes using a deep learning survival model: a large multi-center study
Creators: name: Peng, Jie
name: Xiao, Lushan
name: Zhu, Hongbo
name: Han, Lijie
name: Ma, Honglian
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Cancer
subject: Plant Biology

description: Supplementary Material 1: Supplementary Table 1. Characteristics of the patients who did not receive immunotherapy. Supplementary Table 2. Characteristics of the patients who received immunotherapy. Supplementary Table 3. Selected mutational genes associated with prognosis in patients who did or did not receive immunotherapy. Supplementary Fig. 1. Training process for the deep learning survival model based on 45 somatic mutations for predicting overall survival in the MSK-MET cohort (training). KM, Kaplan–Meier. Supplementary Fig. 2. Training process for the deep learning survival model based on 27 somatic mutations for predicting progression-free survival in the MIND cohort. KM, Kaplan–Meier.
sj-docx-1-inq-10.1177_00469580231159318 – Supplemental material for The Race to Retain Healthcare Workers: A Systematic Review on Factors that Impact Retention of Nurses and Physicians in Hospitals
Creators: name: de Vries, Neeltje
name: Boone, Anke
name: Godderis, Lode
name: Bouman, José
name: Szemik, Szymon
name: Matranga, Domenica
name: de Winter, Peter
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111099 Nursing not elsewhere classified
subject: FOS: Health sciences

description: Supplemental material, sj-docx-1-inq-10.1177_00469580231159318 for The Race to Retain Healthcare Workers: A Systematic Review on Factors that Impact Retention of Nurses and Physicians in Hospitals by Neeltje de Vries, Anke Boone, Lode Godderis, José Bouman, Szymon Szemik, Domenica Matranga and Peter de Winter in INQUIRY: The Journal of Health Care Organization, Provision, and Financing
FAQ-Gen: An automated system to generate domain-specific FAQs to aid content comprehension
Creators: name: Kale, Sahil
name: Khaire, Gautam
name: Patankar, Jay
Publisher: name: arXiv
Year: 2024
Subjects: subject: Computation and Language (cs.CL)
subject: FOS: Computer and information sciences

description: Frequently Asked Questions (FAQs) refer to the most common inquiries about specific content. They serve as content comprehension aids by simplifying topics and enhancing understanding through succinct presentation of information. In this paper, we address FAQ generation as a well-defined Natural Language Processing task through the development of an end-to-end system leveraging text-to-text transformation models. We present a literature review covering traditional question-answering systems, highlighting their limitations when applied directly to the FAQ generation task. We propose a system capable of building FAQs from textual content tailored to specific domains, enhancing their accuracy and relevance. We utilise self-curated algorithms to obtain an optimal representation of information to be provided as input and also to rank the question-answer pairs to maximise human comprehension. Qualitative human evaluation showcases the generated FAQs as well-constructed and readable while also utilising domain-specific constructs to highlight domain-based nuances and jargon in the original content.
description: 27 pages, 4 figures. Accepted for publication in Journal of Computer-Assisted Linguistic Research, UPV (Vol. 8, 2024)
Ignaz Heinrich von Wessenberg, Unveröffentlichte Manuskripte und Briefe
Creators: name: Gatz, Erwin
Publisher: name: Römische Quartalschrift
Year: 1970

description: Römische Quartalschrift, Bd. 76 Nr. 1/2 (1981): Römische Quartalschrift, Band 76, Heft 1/2
Diplocephalus mystacinus
Creators: name: Beladjal, Lynda
name: Bouseksou, Samira
name: Kherbouche-Abrous, Ourida
name: Alioua, Youcef
name: Bosmans, Robert
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Linyphiidae
Diplocephalus
Diplocephalus mystacinus

description: 37. Diplocephalus mystacinus (Simon, 1884)
Thaumatoncus mystacinus Simon 1884c: 582.
Diplocephalus sabulicolus Bosmans 1996:139 (Syn.).
Diplocephalus mystacinus; Bosmans 2002: 22.
Citations (5): Alger: Zéralda dunes (Bosmans 1996). Djelfa: Djebel Djellal, Moudjbara (Bosmans 1996). M’sila: Aïn-el-Hadjel South, Mergueb Nature Reserve (Bosmans 1996). Saïda: Djebel Daia (=Monts de Daia) (Simon 1884c; Bosmans 2002); Saïda-Merdja MF road (Bosmans 1996).
Distribution: Algeria, Tunisia (World Spider Catalog 2024).
description: Published as part of Beladjal, Lynda, Bouseksou, Samira, Kherbouche-Abrous, Ourida, Alioua, Youcef & Bosmans, Robert, 2025, First Exhaustive Catalog of Spiders of Algeria (Arachnida: Araneae), pp. 1-185 in Zootaxa 5598 (1) on page 73, DOI: 10.11646/zootaxa.5598.1.1, http://zenodo.org/record/14971861
Hans Elmar Onnau, Das Schrifttum der Görres-Gesellschaft zur Pflege der Wissenschaft 1876-1976
Creators: name: Gatz, Erwin
Publisher: name: Römische Quartalschrift
Year: 1970

description: Römische Quartalschrift, Bd. 76 Nr. 1/2 (1981): Römische Quartalschrift, Band 76, Heft 1/2
Additional file 2 of Multicenter epidemiological survey of pneumatosis intestinalis in Japan
Creators: name: Ohmiya, Naoki
name: Hirata, Ichiro
name: Sakamoto, Hirotsugu
name: Morishita, Toshifumi
name: Saito, Eiko
name: Matsuoka, Katsuyoshi
name: Nagaya, Tadanobu
name: Nagata, Shinji
name: Mukae, Miyuki
name: Sano, Koji
name: Suzuki, Takayoshi
name: Tarumi, Ken-ichi
name: Shimizu, Seiji
name: Kawashima, Kousaku
name: Hibi, Toshifumi
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Marine Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 2. Supplementary Table 2.
sj-docx-1-fst-10.1177_10820132231162164 - Supplemental material for The effect of okra (Abelmoschus esculentus l.) Powder Addition on Qualities of Gluten-free Chiffon Cake
Creators: name: Chan, Der-Sheng
name: Wang, Shang-Ta
name: Chen, Mei-Yan
name: Sung, Wen-Chieh
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: FOS: Health sciences

description: Supplemental material, sj-docx-1-fst-10.1177_10820132231162164 for The effect of okra (Abelmoschus esculentus l.) Powder Addition on Qualities of Gluten-free Chiffon Cake by Der-Sheng Chan, Shang-Ta Wang, Mei-Yan Chen and Wen-Chieh Sung in Food Science and Technology International
Approximating Families of Sharp Solutions to Fisher's Equation with Physics-Informed Neural Networks
Creators: name: Rohrhofer, Franz M.
name: Posch, Stefan
name: Gößnitzer, Clemens
name: Geiger, Bernhard C.
Publisher: name: arXiv
Year: 2024
Subjects: subject: Machine Learning (cs.LG)
subject: FOS: Computer and information sciences

description: This paper employs physics-informed neural networks (PINNs) to solve Fisher's equation, a fundamental reaction-diffusion system with both simplicity and significance. The focus is on investigating Fisher's equation under conditions of large reaction rate coefficients, where solutions exhibit steep traveling waves that often present challenges for traditional numerical methods. To address these challenges, a residual weighting scheme is introduced in the network training to mitigate the difficulties associated with standard PINN approaches. Additionally, a specialized network architecture designed to capture traveling wave solutions is explored. The paper also assesses the ability of PINNs to approximate a family of solutions by generalizing across multiple reaction rate coefficients. The proposed method demonstrates high effectiveness in solving Fisher's equation with large reaction rate coefficients and shows promise for meshfree solutions of generalized reaction-diffusion systems.
description: 15 pages, 6 figures
sj-docx-1-jtt-10.1177_1357633X231158835 - Supplemental material for Scoping review of telehealth use by Indigenous populations from Australia, Canada, New Zealand, and the United States
Creators: name: Moecke, Débora Petry
name: Holyk, Travis
name: Beckett, Madelaine
name: Chopra, Sunaina
name: Petlitsyna, Polina
name: Girt, Mirha
name: Kirkham, Ashley
name: Kamurasi, Ivan
name: Turner, Justin
name: Sneddon, Donovan
name: Friesen, Madeline
name: McDonald, Ian
name: Denson-Camp, Nathan
name: Crosbie, Stephanie
name: Camp, Pat G.
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111799 Public Health and Health Services not elsewhere classified

description: Supplemental material, sj-docx-1-jtt-10.1177_1357633X231158835 for Scoping review of telehealth use by Indigenous populations from Australia, Canada, New Zealand, and the United States by Débora Petry Moecke, Travis Holyk, Madelaine Beckett, Sunaina Chopra, Polina Petlitsyna, Mirha Girt, Ashley Kirkham, Ivan Kamurasi, Justin Turner, Donovan Sneddon, Madeline Friesen, Ian McDonald, Nathan Denson-Camp, Stephanie Crosbie, and Pat G. Camp in Journal of Telemedicine and Telecare
Additional file 5 of Interplay between autotrophic and heterotrophic prokaryotic metabolism in the bathypelagic realm revealed by metatranscriptomic analyses
Creators: name: Srivastava, Abhishek
name: De Corte, Daniele
name: Garcia, Juan A. L.
name: Swan, Brandon K.
name: Stepanauskas, Ramunas
name: Herndl, Gerhard J.
name: Sintes, Eva
Publisher: name: figshare
Year: 2024
Subjects: subject: Microbiology
subject: FOS: Biological sciences

description: Additional file 5. Supplementary text.
An Innovative Partnership Between The French National Library And The British Library In The Field Of Digital Humanities: The Polonsky Program
Creators: name: Denoël Charlotte
Publisher: name: Zenodo
Year: 2018

description: As part of digital humanities, the French National Library (BnF) strives to engage in public service of its heritage collections, its high-level technical resources and infrastructures, its skills, and know-how in the development of digital activities and its very active policy of collaboration with other institutions in France and abroad. These priorities are especially relevant in a research programme initiated by the French National Library and the British Library thanks to the

patronage of The Polonsky Foundation. This twoand-a-half-year program (2016-2018) aims at cataloguing, digitizing and showcasing a corpus of 800 illuminated manuscripts, produced in France or England between the 8th and 12th centuries. The two libraries are working together to disseminate this corpus to the widest possible audience, digitizing 400 MSS from each library collection, cataloguing and partially restoring them. In addition, a general audience book richly

illustrated will be published by the British Library, a symposium will be organized at the BnF, and two websites dedicated to the project will be developed. The BnF is currently creating a bilingual website based on the IIIF technology and the

Gallica infrastructure (“Gallica marque blanche”) in order to collect all selected manuscripts and to allow digital comparison among them, while the British Library is preparing a bilingual website targeted for a general audience that will feature highlights from the most important of these manuscripts and articles commissioned by leading experts in the field.

This paper aims to give an overview of the Polonsky programme, focusing on the main lines, the expectations and the targeted outputs of the programme; the digitization and restoration processes; the several scientific aspects that

merge different disciplines and approaches in order to gain a better understanding of those fascinating cultural objects that are the manuscripts; finally, the challenges concerning the IIIF website and the interoperability of the metadata.
sj-docx-1-ijs-10.1177_10668969231157783 - Supplemental material for Utility of Retrospective Molecular Analysis in Diagnostically Challenging Mesenchymal Neoplasms
Creators: name: Mindiola Romero, Andres E.
name: Tafe, Laura J.
name: Green, Donald C.
name: Deharvengt, Sophie J.
name: Winnick, Kimberly N.
name: Tsongalis, Gregory J.
name: Baker, Michael L.
name: Linos, Konstantinos
name: Levy, Joshua J.
name: Kerr, Darcy A.
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine
subject: 110323 Surgery

description: Supplemental material, sj-docx-1-ijs-10.1177_10668969231157783 for Utility of Retrospective Molecular Analysis in Diagnostically Challenging Mesenchymal Neoplasms by Andres E. Mindiola Romero, Laura J. Tafe, Donald C. Green, Sophie J. Deharvengt, Kimberly N. Winnick, Gregory J. Tsongalis, Michael L. Baker, Konstantinos Linos, Joshua J. Levy and Darcy A. Kerr in International Journal of Surgical Pathology
Semi-functional partial linear regression with measurement error: An approach based on $k$NN estimation
Creators: name: Novo, Silvia
name: Aneiros, Germán
name: Vieu, Philippe
Publisher: name: arXiv
Year: 2024
Subjects: subject: Methodology (stat.ME)
subject: FOS: Computer and information sciences
subject: 62G05, 62G08, 62G20

description: This paper focuses on a semiparametric regression model in which the response variable is explained by the sum of two components. One of them is parametric (linear), the corresponding explanatory variable is measured with additive error and its dimension is finite ($p$). The other component models, in a nonparametric way, the effect of a functional variable (infinite dimension) on the response. $k$-NN based estimators are proposed for each component, and some asymptotic results are obtained. A simulation study illustrates the behaviour of such estimators for finite sample sizes, while an application to real data shows the usefulness of our proposal.
description: 23 pages, 2 figures, 3 tables
Erigone dentipalpis
Creators: name: Beladjal, Lynda
name: Bouseksou, Samira
name: Kherbouche-Abrous, Ourida
name: Alioua, Youcef
name: Bosmans, Robert
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Linyphiidae
Erigone
Erigone dentipalpis

description: 39. Erigone dentipalpis (Wider, 1834)
Erigone dentipalpis; Simon 1885a: 27; Bosmans & Chergui 1994: 356; Bosmans 2007: 125.
Citations (27): Algeria: without precise locality (Simon 1885a). Alger: Kouba (Bosmans 2007); Réghaia Estuary (Bosmans & Chergui 1994; Bosmans 2007). Béjaïa: Oued Daas Estuary (Bosmans 2007). Bouira: Lakhdaria, Oued Bou Hamoud (Bosmans 2007). Boumerdès: Zemmouri dunes (Bosmans 2007). El Tarf: Berrihane, MF Braptia (Bosmans 2007); El Kala, Cap Rosa (Bosmans 2007); El Kala, Lac Mellah (Bosmans 2007); El Kala, Lac Oubeira (Bosmans 2007); El Kala, Lac Tonga (Bosmans 2007). Guelma: Bouchegouf East, Oued Seybouse (Bosmans 2007). Jijel: Ziama Mansouriah (Bosmans 2007). Médéa: Djebel Mouzaia (Bosmans 2007). M’sila: Bou Saâda (Bosmans 2007). Oran: Forêt de M’sila (Bosmans 2007). Saïda: Tifrit waterfalls (Bosmans 2007). Sétif: Djebel Babor (Bosmans 2007); Magra North, Oued Nakhar (Bosmans 2007). Skikda: Collo West, Tamanart (Bosmans 2007). Tébessa: Tébessa East, Forêt de Bekkaria (Bosmans 2007). Tipaza: Damous West, Oued Hamlil (Bosmans 2007). Tizi Ouzou: Akfadou forest, Lac Agoulmine Abernane (Bosmans 2007); El Tetla, Oued Boghni (Bosmans 2007); Oued Youcef estuary (Bosmans 2007); Massif du Djurdjura, Tala Guilef (Bosmans 2007). Tlemcen: Tal Terni-Beni Hadiel road (Bosmans 2007).
Distribution: North Africa, Europe, Turkey, Caucasus, Russia (Europe to Far East), Kazakhstan, Iran, Central Asia, China. Introduced to Canada (World Spider Catalog 2024).
description: Published as part of Beladjal, Lynda, Bouseksou, Samira, Kherbouche-Abrous, Ourida, Alioua, Youcef & Bosmans, Robert, 2025, First Exhaustive Catalog of Spiders of Algeria (Arachnida: Araneae), pp. 1-185 in Zootaxa 5598 (1) on page 73, DOI: 10.11646/zootaxa.5598.1.1, http://zenodo.org/record/14971861
54760: A woman tram driver
Creators: name: Project Team, First World War Poetry Digital Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: A female tram driver, wearing a beret and uniform coat of the London Corporation Transport, at the controls, Lowestoft, Suffolk.
Any two-coloring of the plane contains monochromatic 3-term arithmetic progressions
Creators: name: Currier, Gabriel
name: Moore, Kenneth
name: Yip, Chi Hoi
Publisher: name: arXiv
Year: 2024
Subjects: subject: Combinatorics (math.CO)
subject: FOS: Mathematics
subject: 05D10, 52C10

description: A conjecture of Erdős, Graham, Montgomery, Rothschild, Spencer and Straus states that, with the exception of equilateral triangles, any two-coloring of the plane will have a monochromatic congruent copy of every three-point configuration. This conjecture is known only for special classes of configurations. In this manuscript, we confirm one of the most natural open cases; that is, every two-coloring of the plane admits a monochromatic congruent copy of any $3$-term arithmetic progression.
description: 13 pages, revised based on referee comments
Heinrich Lutz, Nuntiatur des Girolamo Muzzarelli, Sendung des Antonio Augustin, Legation des Scipione Rebiba
Creators: name: Scholz, Günter
Publisher: name: Römische Quartalschrift
Year: 1970

description: Römische Quartalschrift, Bd. 76 Nr. 1/2 (1981): Römische Quartalschrift, Band 76, Heft 1/2
Additional file 3 of Multicenter epidemiological survey of pneumatosis intestinalis in Japan
Creators: name: Ohmiya, Naoki
name: Hirata, Ichiro
name: Sakamoto, Hirotsugu
name: Morishita, Toshifumi
name: Saito, Eiko
name: Matsuoka, Katsuyoshi
name: Nagaya, Tadanobu
name: Nagata, Shinji
name: Mukae, Miyuki
name: Sano, Koji
name: Suzuki, Takayoshi
name: Tarumi, Ken-ichi
name: Shimizu, Seiji
name: Kawashima, Kousaku
name: Hibi, Toshifumi
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Marine Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 3. Supplementary Table 3.
56049: The Menin Gate
Creators: name: Project Team, First World War Poetry Digital Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: The Menin Gate Memorial to the missing stands at the eastern exit of Ypres in Flanders, Belgium, The gate marks the starting point for one of the main roads out of the town that led Allied soldiers to the front line during the First World War. The memorial is inscribed with 54,900 of the 'missing' British and Commonwealth soldiers who were killed in the fierce battles around the Ypres Salient area who have no known grave. At 8pm each evening, the local police stop traffic from passing underneath the gate, and the Last Post is played by buglers from the Ypres fire station, often attended by large crowds.
sj-docx-1-ijs-10.1177_10668969231157317 - Supplemental material for Exploration of Morphological Features of Clear Cell Renal Cell Carcinoma With PBRM1, SETD2, BAP1, or KDM5C Mutations
Creators: name: Liu, Yang
name: Li, Yunhao
name: Xu, Haimin
name: Zhou, Luting
name: Yang, Xiaoqun
name: Wang, Chaofu
Publisher: name: SAGE Journals
Year: 2023
Subjects: Pharmacology and Pharmaceutical Sciences not elsewhere classified
Surgery

description: Supplemental material, sj-docx-1-ijs-10.1177_10668969231157317 for Exploration of Morphological Features of Clear Cell Renal Cell Carcinoma With PBRM1, SETD2, BAP1, or KDM5C Mutations by Yang Liu, Yunhao Li, Haimin Xu, Luting Zhou, Xiaoqun Yang and Chaofu Wang in International Journal of Surgical Pathology
57379: Dragon Memorial
Creators: name: Project Team, First World War Poetry Digital Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: The Welsh Dragon Memorial commemorates the attacks on Mametz wood by the Welsh battalions in the period 7th to 12th July 1916.
Gnathonarium dentatum
Creators: name: Beladjal, Lynda
name: Bouseksou, Samira
name: Kherbouche-Abrous, Ourida
name: Alioua, Youcef
name: Bosmans, Robert
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Linyphiidae
Gnathonarium
Gnathonarium dentatum

description: 41. Gnathonarium dentatum (Wider, 1835)
Gnathonarium dentatum; Bosmans 2007: 126; Bosmans & Chergui 1994: 356.
Citations (9): Alger: Réghaia Estuary (Bosmans & Chergui 1994; Bosmans 2007). El Oued: El Oued (Bosmans 2007). El Tarf: Berrihane, MF Braptia (Bosmans 2007); El Kala East, Kef Oum Teboul (Bosmans 2007); El Kala, Lac Oubeira (Bosmans 2007); El Kala, Lac Tonga (Bosmans 2007). Ouled Djellal: Ouled Djellal (Bosmans 2007). Saïda: Merdja MF (Bosmans 2007). Touggour t: Temacine (Bosmans 2007).
Distribution: North Africa, Europe, Turkey, Caucasus, Russia (Europe to Far East), Kazakhstan, Iran, Central Asia, China, Korea, Japan (World Spider Catalog 2024).
description: Published as part of Beladjal, Lynda, Bouseksou, Samira, Kherbouche-Abrous, Ourida, Alioua, Youcef & Bosmans, Robert, 2025, First Exhaustive Catalog of Spiders of Algeria (Arachnida: Araneae), pp. 1-185 in Zootaxa 5598 (1) on pages 73-74, DOI: 10.11646/zootaxa.5598.1.1, http://zenodo.org/record/14971861
sj-docx-1-wmr-10.1177_0734242X231155818 – Supplemental material for Modelling of demolition waste generation: Application to Greek residential buildings
Creators: name: Soultanidis, Vangelis
name: Voudrias, Evangelos A.
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences
subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies

description: Supplemental material, sj-docx-1-wmr-10.1177_0734242X231155818 for Modelling of demolition waste generation: Application to Greek residential buildings by Vangelis Soultanidis and Evangelos A. Voudrias in Waste Management & Research
Additional file 1 of Characteristics and quality assessment of online mentoring profile texts in academic medical mentoring
Creators: name: Gernert, Jonathan A.
name: Warm, Maximilian
name: Salvermoser, Lukas
name: Krüger, Nils
name: Bethe, Stephan
name: Kocheise, Lorenz
name: von Hake, Malte
name: Meyer-Schwickerath, Charlotte
name: Graupe, Tanja
name: Fischer, Martin R.
name: Dimitriadis, Konstantinos
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Computational Biology

description: Additional file 1: Supplement Table 1. Characteristics of mentors related to the randomly selected mentoring profiles. Information was collected based on the profile data where available. Supplement Table 2. Full category-system for mentoring profile text analysis including 5 main categories, 21 categories and 74 subcategories. Supplement Table 3. Statistical analysis of results presented in Figure 2 and Figure 3.
Additional file 4 of Multicenter epidemiological survey of pneumatosis intestinalis in Japan
Creators: name: Ohmiya, Naoki
name: Hirata, Ichiro
name: Sakamoto, Hirotsugu
name: Morishita, Toshifumi
name: Saito, Eiko
name: Matsuoka, Katsuyoshi
name: Nagaya, Tadanobu
name: Nagata, Shinji
name: Mukae, Miyuki
name: Sano, Koji
name: Suzuki, Takayoshi
name: Tarumi, Ken-ichi
name: Shimizu, Seiji
name: Kawashima, Kousaku
name: Hibi, Toshifumi
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Marine Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 4. Supplementary Table 4.
sj-docx-1-pie-10.1177_09544089231162292 - Supplemental material for Effect of alkali treatment on cotton/bamboo fibres for application as a reinforcement material
Creators: name: Karthik, A
name: Daniel James D, Jafrey
name: Sampath, PS
name: Thirumurugan, V
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies
subject: 91299 Materials Engineering not elsewhere classified
subject: FOS: Materials engineering

description: Supplemental material, sj-docx-1-pie-10.1177_09544089231162292 for Effect of alkali treatment on cotton/bamboo fibres for application as a reinforcement material by A Karthik, Jafrey Daniel James D, PS Sampath and V Thirumurugan in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering