cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.16907/4a134d5f-29be-45c8-8c3c-b86065c34703
title: Ferrimagnetism in CaFe2O4 

description: Derived data for the publication
DOI: 10.16907/4cb6c13f-9bd9-48be-8288-728b038f2b58
title: Dataset: Ketenes in the Induction of the Methanol-to-Olefins Process

description: Raw Photoelectron Photoion Coincidence (PEPICO) data obtained during catalytic reaction of methanol over H-ZSM-5. The analysis software can be obtained from: https://www.psi.ch/en/sls/vuv/pepico. The folders contain mass spectra and threshold photoelectron raw data at different reactor temperatures.
DOI: 10.16907/55e6177e-ed63-4615-839f-d5e202f49c68
title: Drying of water from porous structures investigated by time-resolved X-ray tomography

description: Time series of water drying from ceramic substrates
DOI: 10.16907/577a2a74-22ea-4d01-87af-6a99447a430f
title: ULTRAFAST STRUCTURAL CHANGES DIRECT THE FIRST MOLECULAR EVENTS OF VISION. Gruhl et al. 2023, Nature.

description: Rhodopsin dynamics: difference electron density maps (Fo(light, 1, 10 and 100 ps time delays) minus Fo(dark)) of mammalian rhodopsin photoactivated for 1, 10 and 100 picoseconds, respectively.
DOI: 10.16907/721beb60-0db2-4875-93bb-5329d52f68ac
title: Synchrotron radiation X-ray tomographic microscopy datasets for multipartite and cupulate flowers from Early Cretaceous mesofossil floras of Virginia, USA

description: Lignitized (PP56524, PP56559, PP57029) or charcoalified (PP54167, 57027, PP57673) fossils from the Early Cretaceous Puddledock and Drewry’s Bluff  mesofossil flora from Virginia, USA.
The tomographic dataset for the PP56559 specimen has erroneously been name PP56569 during data acquisition.
DOI: 10.16907/740f6857-3158-41e8-a2a5-8201e25bd42d
title: Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography: Dark (steady state)

description: Dark dataset of TD1-AZO-CA4 complex. Serial crystallographic data recorded at beamline X06SA at SLS using an EIGER detector and a high viscosity injector.
DOI: 10.16907/78bddca3-274f-42be-9826-ef729941e43e
title: The development and stability of intermittent fluid flow pathways during multiphase flow in porous media - initial state data

description: Carbonate rock with deionised water in the pore space. This is the initial state sample measurement before the injection of brine and nitrogen into a carbonate rock (https://www.doi.org/10.16907/c72b4062-b9b1-4706-8c22-a9d213b97810). This published data collection contains 1 dataset obtained by X-ray tomographic microscopy of a carbonate rock sample 5 mm in diameter and 20 mm in length. Data were collected and processed at the TOMCAT beamline X02DA of the Swiss Light Source.
DOI: 10.16907/7b8bd7d7-d897-4ff6-9cf4-e8335a6e4133
title: Chiral phonons probed by X rays  

description: Derived data for the publication
DOI: 10.16907/85ff2f32-f561-4413-a02a-74abc65cc82b
title: Raw data of the SACLA XFEL experiment 2021/05, Proposal Number: 2021A8026 on FeRh (Determination of sub‐ps lattice dynamics in FeRh thin films)

description: SACLA XFEL experiment 2021/05, Proposal Number: 2021A8026 FeRh magnetism/lattice, All raw data and metadata are assembled into HDF5 files. These include acquired frames of X-ray pixel array detectors, parameters, component positions and settings of the instruments. The data and metadata was obtained from the SACLA database (for the run number relevant for our experiment) with the SACLA data converter.
DOI: 10.16907/97853d79-b42c-4007-8c23-ec5057880255
title: Absence of a pressure gap and atomistic mechanism of the oxidation of pure Co nanoparticles

description: Raw data of this study.
DOI: 10.16907/af8a7dae-97de-4205-b4cc-886634963647
title: Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography: 100 microseconds after photoactivation.

description: Light dataset related to the 100 us time point. Dark data are distributed over all associated datasets.
DOI: 10.16907/c80fe3ff-b2f3-4afd-9084-c2a3e091c086
title: Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography: 1 millisecond after photoactivation.

description: Light dataset related to the 1  ms time point. Dark data are distributed over all associated datasets.
DOI: 10.16907/cd3d045a-330f-486b-9e40-cdd7d0829da3
title: Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography: 100 nanoseconds after photoactivation.

description: Light dataset related to the 100 ns time point. Dark data are distributed over all associated datasets.
DOI: 10.16907/d36143e7-a9d6-465b-8f6b-9af386bd0a8f
title: Determining the nature of the magnetism in infinite layer nickelate superconductors

description: NSNO 380/1, 2020 LEM Data
DOI: 10.16907/d61ee1fd-8582-42f2-ab26-0a12980e4ffe
title: Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography: 100 milliseconds after photoactivation.

description: Constant illumination dataset of TD1-AZO-CA4 complex 100ms after illumination ("steady state"). Serial crystallographic data recorded at beamline X06SA at SLS using an EIGER detector and a high viscosity injector.
DOI: 10.16907/d9b18a15-e0bf-4cdf-8157-d2f53450c166
title: Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography: 1 microsecond after photoactivation.

description: Light dataset related to the 1 us time point. Dark data are distributed over all associated datasets.
DOI: 10.16907/e8203447-71ac-49f3-98e4-a35b9c92a257
title: NaOsO3 magnetism SACLA XFEL experiment 2017/04

description: SACLA XFEL experiment 2017/04, NaOsO3 magnetism
DOI: 10.16907/10be2b23-4783-4c5e-a17f-7ffdf4eb6527
title: Development of the Scintillating Fiber Timing Detector for the Mu3e Experiment

description: Test beam data of the SciFi subdetector of the Mu3e experiment collected at PSI in 2020 and 2021
DOI: 10.16907/19c61e61-53a4-4697-aae3-3db518f49fb3
title: Dataset: Isomer-dependent catalytic pyrolysis mechanism of the lignin model compounds catechol, resorcinol and hydroquinone

description: Raw Photoelectron Photoion Coincidence (PEPICO) data obtained during catalytic fast pyrolysis of three benzenediols (cyclopentadiene, phenol, p-benzoquinone, cyclopentene-1-one) over H-ZSM-5. The analysis software can be obtained from: https://www.psi.ch/en/sls/vuv/pepico. The folders contain mass spectra and threshold photoelectron raw data at different reactor temperatures.
DOI: 10.16907/3dcbb3d7-aeec-48b7-93f9-3b479f996d5b
title: Non-equilibrium dynamics of spin-lattice coupling 

description: Data for "Non-equilibrium dynamics of spin-lattice coupling"
DOI: 10.16907/5bb3874e-df76-4b85-a2a2-894e7b552833
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA22

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA22
Material: Voltera alabaster (gypsum)
Sample diameter (mm): 3.16  
Sample length (mm): 9.91
Average sample temperature (C): 125.3
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 1
Axial stress (MPa): 1.7
Differential stress (MPa): 18.3
DOI: 10.16907/77119ba2-6441-4daa-800b-7be8b404cb76
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA18

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA18
Material: Voltera alabaster (gypsum)
Sample diameter (mm): not recorded  
Sample length (mm): not recorded  
Average sample temperature (C): 126.9
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 5
Axial stress (MPa): 47.9
Differential stress (MPa): 27.9
DOI: 10.16907/794d662d-9e51-445b-96ab-a3e7218abe08
title: Dataset: On the absolute photoionization cross section and threshold photoelectron spectrum of two reactive ketenes in lignin valorization: fulvenone and 2-carbonyl cyclohexadienone

description: Raw Photoelectron Photoion Coincidence (PEPICO) data obtained during pyrolysis of salicylamide. Goal of the experiment was to determined the photoionisation cross section of fulvenone. The analysis software can be obtained from: https://www.psi.ch/en/sls/vuv/pepico. The folders contain mass spectra and threshold photoelectron / photoionisation raw data.
DOI: 10.16907/7d7c123f-399e-4bc7-af8c-1c6a2c3aaa6a
title: Watching the release of a photopharmacological drug from tubulin using time-resolved serial crystallography: Dark state

description: TR-SFX Dark datasets of TD1-Azo-CA4 recorded at SwissFEL ALVRA using a high viscosity injector without laser illumination. Additional dark data are contained in the datasets published with the associated light structures (due to interleaving collection of dark / light patterns). Please contact the authors in case of any questions.
DOI: 10.16907/81003b59-5ab8-48e1-a126-4c2c5d0363e6
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA10

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA10
Material: Voltera alabaster (gypsum)
Sample diameter (mm): 3.31  
Sample length (mm): not recorded  
Average sample temperature (C): 125.3
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 5
Axial stress (MPa): 36.1
Differential stress (MPa): 16.1
DOI: 10.16907/8324ed61-2b11-414c-b9d4-4cb3ce32ff82
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA_s_1

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA_s_1
Material: Voltera alabaster (gypsum)
Sample diameter (mm): 3.15  
Sample length (mm): 9.96
Average sample temperature (C): 125.0
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 1
Axial stress (MPa): 36.1
Differential stress (MPa): 16.1
DOI: 10.16907/8ab1bb20-4c43-4c33-a731-f2d9b867497d
title: In-situ microwave-convective baking of bread using 4D SRµCT

description: sn050_2_conv220_mid: Convection heating, Extra flour bread, middle scanning position.
sn047_mwp300rt_mid: Microwave heating, Extra flour bread, middle scanning position.
sn044_2_comb230_100_mid: Combined convection and microwave heating, Extra flour bread, middle scanning position.
DOI: 10.16907/8ca0995b-d09b-46a7-945d-a996a70bf70b
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA17

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA17
Material: Voltera alabaster (gypsum)
Sample diameter (mm): 3.10  
Sample length (mm): 10.20 
Average sample temperature (C): 126.0
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 5
Axial stress (MPa): 8.7
Differential stress (MPa): 11.3
DOI: 10.16907/a7bfd255-2926-4a13-8ba7-78f01c085f0f
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA_A

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA_A
Material: Voltera alabaster (gypsum)
Sample diameter (mm): 3.14  
Sample length (mm): 10.01
Average sample temperature (C): 124.7
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 1
Axial stress (MPa): 36.1
Differential stress (MPa): 16.1
DOI: 10.16907/a8b0a8e7-8784-4789-847f-d21e52d4334c
title: Dataset to: Unraveling Radical and Oxygenate Routes in the Oxidative Dehydrogenation of Propane over Boron Nitride

description: The folders contain mass spectra and threshold photoelectron raw data at different reactor temperatures. To analyse the data please download the following program: https://www.psi.ch/en/media/80480/download?attachment
DOI: 10.16907/a97b5230-7a16-4fdf-92f6-1ed800e45e37
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA19

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) Sample name: VA19 Material: Voltera alabaster (gypsum) Sample diameter (mm): Not recorded Sample length (mm): Not recorded Average sample temperature (C): 125.3 Confining pressure (MPa): 20 Pore fluid pressure (MPa): 15 Axial stress (MPa): 36.1 Differential stress (MPa): 16.1
DOI: 10.16907/cb98a313-982e-45f4-b33c-e6b1e12791a4
title: Dataset: PhD Thesis Zeyou Pan

description: Photoelectron Photoion Coincidence (PEPICO) data obtained during catalytic fast pyrolysis of various lignin model compounds over zeolites. The analysis software can be obtained from: https://www.psi.ch/en/sls/vuv/pepico. The folders contain mass spectra and threshold photoelectron raw data at different reactor temperatures.
DOI: 10.16907/e997adb7-94db-4f7e-8dcf-7e4b58e4e180
title: Experimental Study for High Reynolds’ Gas-Liquid Two-phase Flow through rod bundle using Wire Mesh Sensor (WMS)

description: SUBFLOW Post-processed Experimental Data
DOI: 10.16907/f11bf69a-ed88-45cd-abfb-45284729bceb
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA20

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA20
Material: Voltera alabaster (gypsum)
Sample diameter (mm): 3.25  
Sample length (mm): 10.01
Average sample temperature (C): 125.6
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 1
Axial stress (MPa): 47.9
Differential stress (MPa): 27.9
DOI: 10.16907/f2030c03-231e-4cb9-9b69-446714b51d26
title: Imaging data related to the paper "Unsupervised representation learning of chromatin images identifies changes in cell state and tissue organization during DCIS progression"

description: Imaging data related to the paper: "Unsupervised representation learning of chromatin images identifies changes in cell state and tissue organization during DCIS progression." by Xinyi Zhang, Saradha Venkatachalapathy, Daniel Paysan, Paulina Schaerer, Claudio Tripodo, Caroline Uhler, GV Shivashankar.
DOI: 10.16907/0775e452-4a36-48c1-b974-e5dd10bf7b8b
title: Data for Acoustic levitation and rotation of thin films and their application for room temperature protein crystallography

description: Acoustic levitation and rotation of thin films and their applications in protein crystallography, Scientific Reports volume 12, Article number: 5349 (2022);
DOI: 10.16907/2ea9f931-2939-4b55-a213-8ffa0b47a624
title: Data: Tuning the Zeolite Acidity Enables Selectivity Control by Suppressing Ketene Formation in Lignin Catalytic Pyrolysis

description: This data contains raw and derived data for the manuscript in Nature Communications, entitled "Tuning the Zeolite Acidity Enables Selectivity Control by Suppressing Ketene Formation in Lignin Catalytic Pyrolysis". Raw Photoelectron Photoion Coincidence (PEPICO) data obtained during catalytic fast pyrolysis of guaiacol over different zeolites. The analysis software can be obtained from: https://www.psi.ch/en/sls/vuv/pepico. The folders contain mass spectra and threshold photoelectron raw data at different reactor temperatures. In addition we provide TGA/MS, NMR data and the results from computations.
DOI: 10.16907/49d16998-9faf-4ae9-b48a-17aea963be65
title: stream files produced from experiment p19638

description: Dark and light CrystFEL stream files for every timepoint collected during beamtime 19638
DOI: 10.16907/4d7143fa-21c4-4f3c-8e62-0ffa1720b2ae
title: Synchrotron radiation X-ray tomographic microscopy datasets for Early Cretaceous mosses from the Catefica mesofossil flora, Portugal

description: Charcoalified and lignified fossil mosses from the Early Cretaceous Catefica mesofossil flora, Portugal
DOI: 10.16907/7535d7ba-cf74-4986-8367-a921a9c7c693
title: Test 2

description: Test 2
DOI: 10.16907/829b3254-0b40-4850-8bae-0cd4ce925954
title: 3D Crystal pictures of NavCT voltage-gated sodium channel

description: NavCt crystal pictures taken by light microscope at CF
DOI: 10.16907/87a9f7a4-073e-430c-aa7f-6a194897074f
title: Raw data for experiment p19638

description: Raw SFX diffraction images taken at SwissFEL/Alvra in June & July 2022 as part of p19638
DOI: 10.16907/8f4d11b7-720d-42d8-8895-35a8c1b9f623
title: Successful cooling of a pixel tracker using gaseous helium: studies with a mock-up and a detector prototype.

description: Derived data of the silicon heater and detector prototype cooling studies using the helium prototype plant of Mu3e.
Data includes all visualized data from the silicon heater and detector prototype temperature measurement in ArXiv 2301.13813
DOI: 10.16907/b039dc4e-9366-413c-8f34-92ce9110cc14
title: Imaging data related to the paper: "Imaging and AI based Chromatin Biomarkers for Diagnosis and Therapy Evaluation from Liquid Biopsies" by Kiran Challa* and Daniel Paysan*, Dominic Leiser, Nadia Sauder, Damien C. Weber and G.V. Shivashankar.

description: Imaging data related to the paper: "Imaging and AI based Chromatin Biomarkers for Diagnosis and Therapy Evaluation from Liquid Biopsies" by Kiran Challa* and Daniel Paysan*, Dominic Leiser, Nadia Sauder, Damien C. Weber and G.V. Shivashankar. Please follow the instructions in the README.txt to recreate the recommended file structure of the data sets. The code used to generated the enclosed processed data and run the analyses presented in the paper can be found in our GitHub repository, which is publicly available at https://github.com/GVS-Lab/chromark
DOI: 10.16907/b0e8ef2b-836a-4e29-90bb-38bfebe26685
title: Synchrotron radiation X-ray tomographic microscopy datasets for Early Cretaceous Hedyosmum-like fossils from Portugal and North America

description: Chloranthoid fossils from Cretaceous strata of Portugal and Eastern North America
DOI: 10.16907/b638b0f7-b8ab-4b10-8950-fa7a61e8e2b8
title: Wicking through complex interfaces at interlacing yarns

description: Raw, reconstructed and segmented data and first processing step of X-ray tomographic microscopy (XTM) on wicking in yarns.
The data collection contains the recorded (raw) projection images for sequential tomographic scans stored as hdf5 files in the folder "raw_data". Reconstructions are provided as tiff stacks per time step in "reconstructed_data". Finally, post-processed data as used for the adjunct article are included in "processed_data" as netcdf4 files and segmented fibers as tif-stacks. Image processing was performed with the python codes available on github.com/Pescatore23/TOMCAT_processing. The processed data and processing codes are provided as is to serve as example. Data were collected and reconstructed at the TOMCAT beamline X02DA of the Swiss Light Source.
DOI: 10.16907/c8d5790d-4f6a-47ef-8d8a-f7a712df8dfc
title: Data set for the manuscript: Image2Reg - Linking Chromatin Images to Gene Regulation using Genetic Perturbation Screens

description: Data to reproduce the experiments described in the paper: Image2Reg: Linking Chromatin Images to Gene Regulation using Genetic Perturbations Screens by Daniel Paysan, Adityanarayanan Radhakrishnan, G.V. Shivashankar and Caroline Uhler. The raw imaging data used in the study was obtained from IDR0033 available at http://idr-demo.openmicroscopy.org/webclient/?show=screen-1751 and cpg0016 available at https://registry.opendata.aws/cellpainting-gallery which need to be appropriately referenced if this dataset is used. Please refer to above mentioned paper for a complete list of the used data sets.
DOI: 10.16907/d2ef2feb-9e89-467c-83f2-d7ce6249dfad
title: Direct Imaging of the Magnetoelectric Coupling in BaTiO3/La0.9Ba0.1MnO3  Multiferroic Heterostructures

description: The data available here consists of XPEEM, SQUID, transport, RHEED, and atomic force probe microscopy raw data.
DOI: 10.16907/d64d2e8c-b593-47b8-ab90-4ddbd19bedb5
title: High-resolution time-resolved tomography of Selective Laser Melting of alumina


description: This published data collection contains the recorded (raw) projections of 11 different operando tomographic microscopy experiments acquired at the TOMCAT beamline of the Swiss Light Source during Selective Laser Melting (SLM) manufacturing of alumina powders. For each experiment all sequential tomographic scans are stored in one single hdf5 file.
DOI: 10.16907/ddded837-b596-4985-b4a4-a0ea27e3df82
title: Role of interdiffusion on the magnetism of ultrathin LaMnO3 films

description: Raw data used in publication entitled "Role of interdiffusion on the magnetism of ultrathin LaMnO3 films" by F. Stramaglia, G. Panchal, F. Nolting, and C. A. F. Vaz
DOI: 10.16907/e214e43c-2e0c-4d33-b33d-b07023bbbd5d
title: Data for Size and shape dependent rotation characteristics of thin film ultrasonic rotors 

description: Data for Size and shape dependent rotation characteristics of thin film ultrasonic rotors, Appl. Phys. Lett. 121, 254102 (2022); https://doi.org/10.1063/5.0126000
DOI: 10.16907/ef0cfe43-0525-4e80-b77e-d6c979b6acca
title: Airspace diameter map - a quantitative measurement of all pulmonary airspaces to characterize structural lung diseases

description: Pre and postnatal structural changes in cystic fibrosis
DOI: 10.16907/febfd200-8b72-48ba-8704-01e842314697
title: Data for Image2Reg

description: Data to reproduce the experiments described in the paper: "Image2Reg: Linking Chromatin Images to Gene Regulation using Genetic perturbations screens" by Daniel Paysan, Adityanarayanan Radhakrishnan, G.V. Shivashankar and Caroline Uhler. The raw imaging data from Rohban et al. (2017) and from the Joint Undertaking in Morphological Profiling Cell Painting Consortium (Chandrasekaran et al., 2023) used in the study was obtained from IDR0033 available at "http://idr-demo.openmicroscopy.org/webclient/?show=screen-1751" , respectively from the Cell Painting Gallery on the Registry of Open Data on AWS "https://registry.opendata.aws/cellpainting-gallery/". Please note that these data resources need to be appropriately referenced if this dataset is used. Please refer to the above mentioned paper for a complete list of the used data sets.
DOI: 10.16907/08343cde-1419-4db4-8bff-7a8de1a72850
title: Commissioning of the micro-ARPES facility at PEARL

description: Raw data from the commissioning of the micro-ARPES facility at the PEARL beamline.
DOI: 10.16907/13dc29a3-733b-419b-ad61-838d17ddfa47
title: 	Tomographic data set of dynamic liquid water injection into SGL 25 BA gas diffusion layer: SmallROI segmentation

description: Small ROI segmentation around water cluster in GDL
DOI: 10.16907/1e2ec272-aa24-459c-a874-2e37920ddb69
title: Metamorphic fabrics can be formed by stress without significant strain - sample VA_B

description: Dehydration experiment in Mjölnir (miniature X-ray transparent triaxial apparatus) 

Sample name: VA_B
Material: Voltera alabaster (gypsum)
Sample diameter (mm): 3.13 
Sample length (mm): 9.95 
Average sample temperature (C): 125.0
Confining pressure (MPa): 20
Pore fluid pressure (MPa): 15
Axial stress (MPa): 16.8
Differential stress (MPa): 3.2
DOI: 10.16907/33321c7a-f6bf-441e-8ae4-3f4cabd2dc0d
title: X-ray Tomography of a Data Processing Chip at 4 nm Resolution

description: The uploaded files contain: raw diffraction data, metadata, reconstructed projections, aligned projections, reconstructed tomogram and the codes used for the corresponding reconstructions.
DOI: 10.16907/4c56cb87-d73f-402d-96c9-d5e6736fc8a3
title: X-ray Tomography of a Data Processing Chip at 4 nm Resolution

description: Reconstruction code for burst ptychography and tomography used at the at the cSAXS beamline, Swiss Light Source in Paul Scherrer Institute. The code is written in MATLAB.
DOI: 10.16907/63ac1a63-8ab6-4a92-be5a-db499c9e7e6a
title: Tomographic data set of dynamic liquid water injection into SGL 25 BA gas diffusion layer: Raw reconstruction

description: Raw reconstruction