cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/6mm-qr4-mks
title: Aspalathus cymbiformis DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ajq-hw9-bg3
title: Ruellia patula Jacq.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b2q-a5s-5p0
title: Calamagrostis extremiorientalis (Tzvelev) Prob.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yfe-sf7-dfz
title: Aspilia helianthoides subsp. prieureana (DC.) C. D. Adams

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cv5-vk8-ywc
title: Indigofera knoblecheri Kotschy

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/gxr-y28-h1f
title: Helichrysum ramulosum DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mm9-pxg-z3w
title: Sonchus angustissimus Hook. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/92h-dly-8j0
title: Aspalathus longifolia Benth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9lp-863-81x
title: Helichrysum spiciforme DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.11366.93764
title: US FAILED TO IDENTIFY WHO EXACTLY WAS THE ENEMY IN AFGHANISTAN
DOI: 10.3535/4m4-aa1-8r8
title: Aspalathus asparagoides L. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/77k-90x-chd
title: Aspalathus intermedia Eckl. & Zeyh.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/egk-j6n-tmy
title: Vigna heterophylla A. Rich.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/29n-c4f-tmk
title: Launaea petitiana (A. Rich.) N. Kilian

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/99a-60m-rxg
title: Cineraria deltoidea Sond.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w2l-ncv-80e
title: Aspalathus frankenioides DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/l31-4gn-gwv
title: Gerbera ambigua (Cass.) Sch. Bip.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/we3-efh-jn2
title: Glycyrrhiza glabra L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.6084/m9.figshare.30375463
title: ApuliaTravelKG Link Prediction and Explanation experiments

description: Link Prediction and Explanation experiments on ApuliaTravelKG
DOI: 10.3535/c8m-whk-c86
title: Trichogyne paronychioides DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nld-2n4-kf5
title: Calamagrostis epigejos (L.) Roth

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/r3e-d5z-fhw
title: Aspalathus longifolia Benth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.6084/m9.figshare.30375463.v2
title: ApuliaTravelKG Link Prediction and Explanation experiments

description: Link Prediction and Explanation experiments on ApuliaTravelKG
DOI: 10.13140/rg.2.2.31656.88324
title: Annual Report of certified Prostate Cancer Centers 2017
DOI: 10.3535/a8v-kv7-mhj
title: Bossiaea spinescens Meisn.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jkc-glr-hf2
title: Aspilia kotschyi var. kotschyi (Sch. Bip.) Oliv.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nbt-bnq-z92
title: Arenaria L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.6084/m9.figshare.30375463.v1
title: Apulia Travel KG Link Prediction and Explanation experiments

description: Link Prediction and Explanation experiments on ApuliaTravelKG
DOI: 10.3535/nll-cvp-prh
title: Aspalathus spicata Thunb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ykx-ca2-lgh
title: Agrostis magellanica Lam.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8y8-2lt-sbd
title: Aspalathus truncata Eckl. & Zeyh.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nvz-8y6-4s2
title: Helichrysum lineare DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/xwt-q82-q5x
title: Cyclotrichium depauperatum (Bunge) Manden. & Scheng.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.20856.55041
title: First US marines killed in actual fighting under Pakistani American commanding officer Col Asad Khan who later fell out of favour of americans and was unjustly penalised.7th May 2004---
DOI: 10.3535/k1z-n8r-4vn
title: Bossiaea pulchella Meisn.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kk0-zdy-rx6
title: Helichrysum caespititium (DC.) Sond.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rpb-551-k2d
title: Hesperozygis ringens (Benth.) Epling

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.28484.94089
title: Wie hoch ist die Gewerbesteuer in Deutschland? Durchschnittliche Hebesätze 2015 nach Bundesländern
DOI: 10.3535/3jy-d11-1zx
title: Bossiaea rosmarinifolia Lindl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4hz-sb3-rcn
title: Mandevilla hirsuta (Rich.) K. Schum.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/869-mbn-r3x
title: Launaea mucronata subsp. cassiniana (Jaub. & Spach) N. Kilian

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/k7j-f22-a79
title: Metalasia fastigiata (Thunb.) D. Don

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mra-a2n-1kl
title: Melanthera abyssinica (Sch. Bip. ex A. Rich.) Benth. & Hook. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/njr-0e5-7nb
title: Aspalathus frankenioides DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.11498.00968
title: A colony of macroalgae in channel nearby Cape Dolosman
DOI: 10.3535/4w7-h3q-gj8
title: Launaea capitata (Spreng.) Dandy

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/x9m-pgr-v2e
title: Monothecium glandulosum Hochst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.e9tgwg
title: Occurrence Download

description: A dataset containing 5943535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus olor",
 "HasCoordinate is true",
 "Year is greater than or equal to 2005",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5943535 records from 2076 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028705-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pavxs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"TUR.25.11_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006751-260108223611665/datasets/export for details.
DOI: 10.15468/dl.xwtbj7
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ilex brandegeeana"
 ]
}

 The dataset includes 506 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006749-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18234395
title: ОТРАЖЕНИЕ СОЦИОКУЛЬТУРНЫХ ИЗМЕНЕНИЙ В ГЕНДЕРНОЙ ЛЕКСИКЕ РУССКОГО ЯЗЫКА

description: Данная статья посвящена анализу эволюции гендерной лексики в русском языке, отражающей глубокие социокультурные, исторические и языковые трансформации. В работе прослеживается развитие гендерной лексики от древнерусского периода, где она была ограничена биологическими различиями, до современности, характеризующейся активным обсуждением вопросов гендерной идентичности. Рассматриваются ключевые исторические этапы: влияние Петровских реформ на расширение лексики профессий, роль феминистского движения XIX века в появлении гендерно-нейтральных форм, противоречия советского периода между идеологией равенства и сохранением стереотипов, а также воздействие глобализации и цифровых технологий на современный лексикон. Особое внимание уделяется появлению новых терминов, связанных с бизнесом, гендерной идентичностью и феминизмами. В заключение подчеркивается, что гендерная лексика не только отражает, но и активно формирует общественные представления о гендере.
DOI: 10.15468/dl.6u3vob
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001070-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lezf90
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 81 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001052-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvx88k
title: Occurrence Download

description: A dataset containing 1784529417 species occurrences available in GBIF matching the query:
{
 "Year" : [
 "2001-2023"
 ]
}

 The dataset includes 1784529417 records from 39038 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015653-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110607772
title: Persepolis Fortification Aramaic Text 615, PFAT 615

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 615 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse and reverse (?). Seal impression on obverse, reverse, upper edge and bottom edge. ❧ [Physical Object Note:] Flat edge broken.
DOI: 10.25549/inscriptifact-ouc110607751
title: Persepolis Fortification Aramaic Text 615, PFAT 615

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 615 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse and reverse (?). Seal impression on obverse, reverse, upper edge and bottom edge. ❧ [Physical Object Note:] Flat edge broken.
DOI: 10.25549/inscriptifact-ouc110608570
title: Persepolis Fortification Aramaic Text 643, PFAT 643

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 643 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription and incised on obverse. Seal impression on bottom edge, flat edge, reverse and upper edge. ❧ [Physical Object Note:] Large crack on obverse. Round edge toward upper edge broken.
DOI: 10.15468/dl.ascy3v
title: Occurrence Download

description: A dataset containing 927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nothofagus dombeyi",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 927 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026995-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110607747
title: Persepolis Fortification Aramaic Text 614, PFAT 614

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 614 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse (?) and round edge (?). Seal impression on bottom edge, flat edge and reverse (?). ❧ [Physical Object Note:] Entire upper edge broken. Obverse toward upper edge, flat edge chipped.
DOI: 10.25549/inscriptifact-ouc110608568
title: Persepolis Fortification Aramaic Text 642, PFAT 642

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 642 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110607745
title: Persepolis Fortification Aramaic Text 614, PFAT 614

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 614 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse (?) and round edge (?). Seal impression on bottom edge, flat edge and reverse (?). ❧ [Physical Object Note:] Entire upper edge broken. Obverse toward upper edge, flat edge chipped.
DOI: 10.25549/inscriptifact-ouc110608565
title: Persepolis Fortification Aramaic Text 643, PFAT 643

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 643 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription and incised on obverse. Seal impression on bottom edge, flat edge, reverse and upper edge. ❧ [Physical Object Note:] Large crack on obverse. Round edge toward upper edge broken.
DOI: 10.25549/inscriptifact-ouc110607744
title: Persepolis Fortification Aramaic Text 615, PFAT 615

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 615 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse and reverse (?). Seal impression on obverse, reverse, upper edge and bottom edge. ❧ [Physical Object Note:] Flat edge broken.
DOI: 10.25549/inscriptifact-ouc110608544
title: Persepolis Fortification Aramaic Text 642, PFAT 642

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 642 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110608539
title: Persepolis Fortification Aramaic Text 642, PFAT 642

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 642 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110608532
title: Persepolis Fortification Aramaic Text 641, PFAT 641

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 641 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription and incised on obverse. Seal impression on reverse and flat edge. ❧ [Physical Object Note:] Minimal damage on tablet. Small chips on flat edge and mid-obverse.
DOI: 10.25549/inscriptifact-ouc110607938
title: Persepolis Fortification Aramaic Text 620, PFAT 620

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 620 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, upper edge (?) and bottom edge (?). Seal impression on obverse, reverse, upper edge and bottom edge. ❧ [Physical Object Note:] Entire flat edge broken off. Bottom edge and flat edge corner broken off.
DOI: 10.25549/inscriptifact-ouc110608530
title: Persepolis Fortification Aramaic Text 642, PFAT 642

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 642 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Minimal damage on tablet.
DOI: 10.25549/inscriptifact-ouc110607937
title: Persepolis Fortification Aramaic Text 620, PFAT 620

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 620 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription on obverse, upper edge (?) and bottom edge (?). Seal impression on obverse, reverse, upper edge and bottom edge. ❧ [Physical Object Note:] Entire flat edge broken off. Bottom edge and flat edge corner broken off.
DOI: 10.25549/inscriptifact-ouc110608523
title: Persepolis Fortification Aramaic Text 641, PFAT 641

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 641 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription and incised on obverse. Seal impression on reverse and flat edge. ❧ [Physical Object Note:] Minimal damage on tablet. Small chips on flat edge and mid-obverse.
DOI: 10.17632/vyhpdf9fkh
title: GPR_calculator: An on-the-fly surrogate model to accelerate massive nudged elastic band calculations

description: We present GPR_calculator, a package based on Python and C++ programming languages to build an on-the-fly surrogate model using Gaussian Process Regression (GPR) to approximate computationally expensive electronic structure calculations. The key idea is to dynamically train a GPR model during the simulation that can accurately predict energies and forces with uncertainty quantification. When the uncertainty is high, the costly electronic structure calculation is performed to obtain the ground truth data, which is then used to update the GPR model. To illustrate the effectiveness of GPR_calculator, we demonstrate its application in Nudged Elastic Band (NEB) simulations of surface diffusion and reactions, achieving 3-10 times acceleration compared to pure ab initio calculations. The source code is available at https://github.com/MaterSim/GPR_calculator.