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Bulk Bibliographic Metadata
by Internet Archive Web Group
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Contains a TSV file with SHA1, file size, wayback URLs, and metadata extracted from PDF by GROBID. Not intended for external use, but might be interested. DOES NOT CONTAIN FULLTEXT CONTENT.
UNPAYWALL-PDF-CRAWL-2018-07
by Internet Archive Web Group
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Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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eye 17

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Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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eye 26

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Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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Open Access Journal Test Crawl (2018)
Open Access Journal Test Crawl (2018)
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794
ITEMS
11.1M
VIEWS
by Internet Archive Web Group
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eye 11.1M

OMICS-DOI-LANDING-CRAWL-2019-04
OMICS-DOI-LANDING-CRAWL-2019-04
collection
4
ITEMS
13,968
VIEWS
by Internet Archive Web Group
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eye 13,968

This crawl started in April 2019, as an informal collaboration with Crossref. Crawling a smallish number (100k) DOI redirects and landing pages (plus PDF outlinks, and maybe a couple other hops) for a single large publisher (OMICS, which has multiple subsidiaries). Intent is to get reasonably good capture that can be used as canonical preservation copies of the landing pages. Secondary goal is to get decent fulltext capture coverage.
SCIELO-CRAWL-2020-07
SCIELO-CRAWL-2020-07
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41
ITEMS
195,586
VIEWS
by Internet Archive Web Group
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eye 195,586

MSAG-PDF-CRAWL-2017
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1,855
ITEMS
12.2M
VIEWS
by Internet Archive Web Group
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eye 12.2M

Microsoft Academic Graph public corpus (Feb 2016) PDF URLs, filtered to remove large sites (pubmed, citeseerx, arxiv) and already-crawled URLs.
Topics: papers, journals
MAG-PDF-CRAWL-2020-07
MAG-PDF-CRAWL-2020-07
collection
196
ITEMS
1.7M
VIEWS
by Internet Archive Web Group
collection

eye 1.7M

Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
data

eye 49

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Bulk Bibliographic Metadata
by Internet Archive Web Group
data

eye 4

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Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
data

eye 4

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comment 0

Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
data

eye 11

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Bulk Bibliographic Metadata
by Internet Archive Web Group
data

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This item contains sqlite3 database snapshots, URL crawl status, and other metadata useful for doing analytics on journal OA coverage, homepage status, etc. Particularly in the context of https://fatcat.wiki. Source code: https://github.com/bnewbold/chocula
Bulk Bibliographic Metadata
Bulk Bibliographic Metadata
collection
223
ITEMS
17,456
VIEWS
by Internet Archive Web Group
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eye 17,456

This collection contains both external ("upstream") metadata dumps and Internet Archive generated databases and reports on our holdings of papers, books, and other documents.
Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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eye 16

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Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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eye 55

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Web PDF GROBID Corpus (July 2019)
Web PDF GROBID Corpus (July 2019)
collection
10
ITEMS
17
VIEWS
by Internet Archive Web Group
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eye 17

Custom Crawl Services
by Internet Archive Web Group
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This item contains a copy of log files found on the Internet Archive (Web Group) machine `wbgrp-svc263.us.archive.org` on 2018-05-29, under the `/3` directory. These are logs of file transfer status between various crawler machines; they are not known to contain any sensitive metadata (eg, personal information, IPs, or other security-sensitive information), but are being keep `access-restricted` anyways. This data is almost certainly unimportant and could be deleted; it is being preserved out...
UNPAYWALL-PDF-CRAWL-2019-04
by Internet Archive Web Group
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Web PDF Training Sets
by Internet Archive Web Group
data

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Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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eye 32

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comment 0

Web PDF Training Sets
by Internet Archive Web Group
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Bulk Bibliographic Metadata
by Internet Archive Web Group
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URL lists to PDFs on the web (and preserved in the wayback machine) which are likely to contain research materials.
Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
data

eye 18

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This item contains bulk metadata exported from https://fatcat.wiki. With the exception of the 'abstracts' file (for which no aggregate license or copyright claims can be made; downstream users are responsible for their use), all metadata here is licensed CC-0 (public domain release) and may be used for any purpose. Downstream users are strongly encouraged to provide attribution and link here to the snapshot, as well as give credit to upstream sources (including Crossref, ORCID, DOAJ, the ISSN...
Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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eye 46

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Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
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See: https://guide.fatcat.wiki/reference_graph.html License: CC-0
OAI-PMH-CRAWL-2020-06
by Internet Archive Web Group
data

eye 2

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comment 0

UNPAYWALL-PDF-CRAWL-2020-03
UNPAYWALL-PDF-CRAWL-2020-03
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344
ITEMS
1.9M
VIEWS
by Internet Archive Web Group
collection

eye 1.9M

UNPAYWALL-PDF-CRAWL-2019-04
UNPAYWALL-PDF-CRAWL-2019-04
collection
641
ITEMS
5.6M
VIEWS
by Internet Archive Web Group
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eye 5.6M

SEMSCHOLAR-DIRECT-PDF-CRAWL-2020-02
SEMSCHOLAR-DIRECT-PDF-CRAWL-2020-02
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1,011
ITEMS
1.4M
VIEWS
by Internet Archive Web Group
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eye 1.4M

CORE-UPSTREAM-CRAWL-2018-11
CORE-UPSTREAM-CRAWL-2018-11
collection
741
ITEMS
1.7M
VIEWS
by Internet Archive Web Group
collection

eye 1.7M

Crawl of "upstream" URLs from CORE (core.ac.uk) metadata dump. Only a partial seedlist of files crawled.
DOI-LANDING-CRAWL-2018-06
DOI-LANDING-CRAWL-2018-06
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279
ITEMS
3.3M
VIEWS
by Internet Archive Web Group
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eye 3.3M

DOAJ-CRAWL-2020-11
DOAJ-CRAWL-2020-11
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102
ITEMS
903,106
VIEWS
by Internet Archive Web Group
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eye 903,106

arXiv Content Crawl (2019-10)
arXiv Content Crawl (2019-10)
collection
37
ITEMS
72,947
VIEWS
by Internet Archive Web Group
collection

eye 72,947

Fatcat Database Snapshots and Bulk Metadata Exports
by Internet Archive Web Group
data

eye 0

favorite 0

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Metabolites
Metabolites
collection
0
ITEMS
7
VIEWS
by MDPI AG
collection

eye 7

Metabolites (ISSN 2218-1989; CODEN: METALU) is a peer-reviewed open access journal of metabolism and metabolomics, published quarterly online by MDPI.
Atoms
Atoms
collection
0
ITEMS
14
VIEWS
by MDPI AG
collection

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Atoms (ISSN 2218-2004; CODEN: ATOMC5) is an international, peer-reviewed and cross-disciplinary scholarly journal of scientific studies related to all aspects of the atom published quarterly online by MDPI.
Lubricants
Lubricants
collection
0
ITEMS
12
VIEWS
by MDPI AG
collection

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Lubricants (ISSN 2075-4442; CODEN: LUBRCF) is an international peer-reviewed open access journal of tribology. Lubricants is published quarterly online by MDPI.
High-throughput
High-throughput
collection
0
ITEMS
7
VIEWS
by MDPI AG
collection

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High-Throughput (ISSN 2571-5135) is an international, scientific, peer-reviewed, open access journal published quarterly by MDPI
Biomimetics
Biomimetics
collection
0
ITEMS
23
VIEWS
by MDPI AG
collection

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Biomimetics (ISSN 2313-7673; CODEN: BIOMJE) is a peer-reviewed open access journal regarding biomimicry and bionics published quarterly online by MDPI. The European Network of Bioadhesion (ENBA) is affiliated to Biomimetics.
Toxics
Toxics
collection
0
ITEMS
7
VIEWS
by MDPI AG
collection

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Toxics (ISSN 2305-6304; CODEN: TOXIC8) is an international peer-reviewed open access journal on all aspects of toxics, published quarterly online by MDPI.
Risks
Risks
collection
0
ITEMS
5
VIEWS
by MDPI AG
collection

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Risks (ISSN 2227-9091) is an international, scholarly, peer-reviewed, open access journal for research and studies on insurance and financial risk management. Risks is published quarterly online by MDPI.
Atmosphere
Atmosphere
collection
0
ITEMS
34
VIEWS
by MDPI AG
collection

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Atmosphere (ISSN 2073-4433; CODEN: ATMOCZ) is an international peer-reviewed open access journal of scientific studies related to the atmosphere published monthly online by MDPI.
Future Internet
Future Internet
collection
0
ITEMS
15
VIEWS
by MDPI AG
collection

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Future Internet (ISSN 1999-5903) is a scholarly peer-reviewed open access journal on Internet technologies and the information society, published monthly online by MDPI.
Children (Basel)
Children (Basel)
collection
0
ITEMS
17
VIEWS
by MDPI AG
collection

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Children (ISSN 2227-9067) is an international peer-reviewed open access journal of pediatrics published monthly online by MDPI. The publication focuses on sharing clinical, epidemiological and translational science relevant to children’s health.
Sensors
Sensors
collection
0
ITEMS
25
VIEWS
by MDPI AG
collection

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Sensors (ISSN 1424-8220; CODEN: SENSC9) is the leading international peer-reviewed open access journal on the science and technology of sensors and biosensors. Sensors is published monthly online by MDPI.
by MDPI AG
collection

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International Journal of Molecular Sciences (ISSN 1422-0067; CODEN: IJMCFK; ISSN 1661-6596 for printed edition) is an international peer-reviewed open access journal providing an advanced forum for biochemistry, molecular and cell biology, and molecular biophysics, and is published monthly online by MDPI.
Computation (Basel)
Computation (Basel)
collection
0
ITEMS
13
VIEWS
by MDPI AG
collection

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Computation (ISSN 2079-3197) is a peer-reviewed journal of computational science and engineering published quarterly online by MDPI.
Biosensors
Biosensors
collection
0
ITEMS
18
VIEWS
by MDPI AG
collection

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Biosensors (ISSN 2079-6374; CODEN: BIOSHU) is an international peer-reviewed open access journal on the technology and science of biosensors published quarterly online by MDPI.
Fibers
Fibers
collection
0
ITEMS
8
VIEWS
by MDPI AG
collection

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Fibers (ISSN 2079-6439; CODEN: FIBECU) is an international peer-reviewed open access journal published quarterly online by MDPI.
Plants
Plants
collection
0
ITEMS
21
VIEWS
by MDPI AG
collection

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Plants (ISSN 2223-7747; CODEN: PLANCD) is an international, scientific, peer-reviewed, open access journal published quarterly online by MDPI. The Australian Society of Plant Scientists (ASPS) is affiliated with Plants
Non-Coding RNA
Non-Coding RNA
collection
0
ITEMS
12
VIEWS
by MDPI AG
collection

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Non-Coding RNA (ISSN 2311-553X) is an international peer-reviewed open access journal on non-coding RNA research dealing with elucidating the structure, function and biology of regulatory non-coding RNAs. Non-Coding RNA is published quarterly online by MDPI. Cardiolinc is affiliated with Non-Coding RNA.
Geriatrics
Geriatrics
collection
0
ITEMS
11
VIEWS
by MDPI AG
collection

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Geriatrics (ISSN 2308-3417) is an international peer-reviewed scientific open access journal on geriatric medicine published quarterly online by MDPI.
Dentistry Journal
Dentistry Journal
collection
0
ITEMS
19
VIEWS
by MDPI AG
collection

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Dentistry Journal (ISSN 2304-6767) is an international peer-reviewed open access journal published quarterly online by MDPI.
Fishes
Fishes
collection
0
ITEMS
12
VIEWS
by MDPI AG
collection

eye 12

Fishes (ISSN 2410-3888) is an international scientific open access journal on aquatic organisms published quarterly online by MDPI.
Sustainability
Sustainability
collection
0
ITEMS
11
VIEWS
by MDPI AG
collection

eye 11

Sustainability (ISSN 2071-1050; CODEN: SUSTDE) is an international, cross-disciplinary, scholarly, peer-reviewedand open access journal of environmental, cultural, economic, and social sustainability of human beings. Sustainability provides an advanced forum for studies related to sustainability and sustainable development, and is published monthly online by MDPI. The Society for Urban Ecology is affiliated with Sustainability and their members receive discounts of the article processing charge
Computers
Computers
collection
0
ITEMS
13
VIEWS
by MDPI AG
collection

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Computers (ISSN 2073-431X) is an international scientific peer-reviewed open access journal of computer science, including computer and network architecture and computer–human interaction as its main foci, published quarterly online by MDPI.
Catalysts
Catalysts
collection
0
ITEMS
10
VIEWS
by MDPI AG
collection

eye 10

Catalysts (ISSN 2073-4344; CODEN: CATACJ) is a peer-reviewed open access journal of catalysts and catalyzed reactions published monthly online by MDPI. The Swiss Chemical Society is a partner of Catalysts journal
Energies
Energies
collection
0
ITEMS
10
VIEWS
by MDPI AG
collection

eye 10

Energies (ISSN 1996-1073; CODEN: ENERGA) is a peer-reviewed open access journal of related scientific research, technology development, engineering, and the studies in policy and management and is published monthly online by MDPI.
ChemEngineering
ChemEngineering
collection
0
ITEMS
13
VIEWS
by MDPI AG
collection

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ChemEngineering (ISSN 2305-7084) is an international peer-reviewed open access journal on the science and technology of chemical engineering published quarterly online by MDPI.
Medical Sciences
Medical Sciences
collection
0
ITEMS
16
VIEWS
by MDPI AG
collection

eye 16

Medical Sciences (ISSN 2076-3271; CODEN: MSECFJ) is an international peer-reviewed open access scientific journal, providing a platform for advances in basic, translational and clinical research. The journal aims to publish original research, review articles and short communications about molecular and cellular processes in disease, in order to increase understanding of the fundamental principles and biological questions of medicine. Researchers in academic and clinical settings as well as...
Batteries
Batteries
collection
0
ITEMS
7
VIEWS
by MDPI AG
collection

eye 7

Batteries (ISSN 2313-0105; CODEN: BATTAT) is an international peer-reviewed open access journal of battery technology and materials published quarterly online by MDPI.
Robotics
Robotics
collection
0
ITEMS
55
VIEWS
by MDPI AG
collection

eye 55

Robotics (ISSN 2218-6581) is a peer-reviewed, international journal presenting state-of-the-art research in the area of robotics, and is published quarterly online by MDPI.
Quantum Beam Science
Quantum Beam Science
collection
0
ITEMS
11
VIEWS
by MDPI AG
collection

eye 11

Quantum Beam Science (ISSN 2412-382X) is an international scientific peer-reviewed open access journal on research derived from beam line facilities and related techniques published quarterly online by MDPI.
Philosophies
Philosophies
collection
0
ITEMS
9
VIEWS
by MDPI AG
collection

eye 9

Philosophies (ISSN 2409-9287) is an international peer-reviewed open access journal promoting re-integration of diverse forms of philosophical reflection and scientific research on fundamental issues in science, technology and culture published quarterly online by MDPI.
Forests
Forests
collection
0
ITEMS
7
VIEWS
by MDPI AG
collection

eye 7

Forests (ISSN 1999-4907) is a peer-reviewed open access journal of forestry and forest ecology published monthly online by MDPI.
Membranes
Membranes
collection
0
ITEMS
7
VIEWS
by MDPI AG
collection

eye 7

Membranes (ISSN 2077-0375; CODEN: MBSEB6) is an international peer-reviewed open access journal of membrane technology published quarterly online by MDPI.
Epigenomes
Epigenomes
collection
0
ITEMS
16
VIEWS
by MDPI AG
collection

eye 16

Epigenomes (ISSN 2075-4655; CODEN: EPIGD8) is a peer-reviewed open access journal of Epigenetics and Epigenomics published quarterly online by MDPI.
Behavioral Sciences
Behavioral Sciences
collection
0
ITEMS
28
VIEWS
by MDPI AG
collection

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Behavioral Sciences (ISSN 2076-328X; CODEN: BSECCV) is an international peer-reviewed open access journal of psychology, neuroscience, cognitive science, behavioral biology and behavioral genetics published quarterly online by MDPI.
Brain Sciences
Brain Sciences
collection
0
ITEMS
14
VIEWS
by MDPI AG
collection

eye 14

Brain Sciences (ISSN 2076-3425; CODEN: BSRCCS) is an international peer-reviewed open access journal on neuroscience published monthly online by MDPI.
Biology
Biology
collection
0
ITEMS
46
VIEWS
by MDPI AG
collection

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Biology (ISSN 2079-7737; CODEN: BBSIBX) is an international peer-reviewed open access journal of biological sciences published quarterly online by MDPI.
Axioms
Axioms
collection
0
ITEMS
12
VIEWS
by MDPI AG
collection

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Axioms (ISSN 2075-1680) is an international peer-reviewed open access journal of mathematics, mathematical logic and mathematical physics, published quarterly online by MDPI. The European Society for Fuzzy Logic and Technology (EUSFLAT) is affiliated with Axioms
Climate
Climate
collection
0
ITEMS
13
VIEWS
by MDPI AG
collection

eye 13

Climate (ISSN 2225-1154; CODEN: CLIMC9) is a scientific peer-reviewed open access journal of climate science published online quarterly by MDPI.
Languages
Languages
collection
0
ITEMS
30
VIEWS
by MDPI AG
collection

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Languages (ISSN 2226-471X) is an international, multidisciplinary, peer-reviewed open access journal on interdisciplinary studies of languages, and is published quarterly online by MDPI.
Safety
Safety
collection
0
ITEMS
13
VIEWS
by MDPI AG
collection

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Safety (ISSN 2313-576X) is an international peer-reviewed open access journal of industrial and human health safety published quarterly online by MDPI.
Multimodal Technologies and Interaction
Multimodal Technologies and Interaction
collection
0
ITEMS
56
VIEWS
by MDPI AG
collection

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Multimodal Technologies and Interaction (ISSN 2414-4088) is an international, scientific, peer-reviewed, open access journal of multimodal technologies and interaction published quarterly online by MDPI.
Instruments
Instruments
collection
0
ITEMS
19
VIEWS
by MDPI AG
collection

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Instruments (ISSN 2410-390X) is an international, scientific, peer-reviewed, open access journal of scientific instrumentation and its related methods and theory published quarterly online by MDPI.
Antibodies
Antibodies
collection
0
ITEMS
8
VIEWS
by MDPI AG
collection

eye 8

Antibodies (ISSN 2073-4468; CODEN: ANTICA) is an international peer-reviewed open access journal on immunoglobulins published quarterly online by MDPI.
Land
Land
collection
0
ITEMS
9
VIEWS
by MDPI AG
collection

eye 9

Land (ISSN 2073-445X) is an international and crossdisciplinary peer-reviewed open access journal of land use/land change, land management, land system science and landscape, etc, published quarterly online by MDPI. Land is affiliated to International Association for Landscape Ecology (IALE)
Humanities
Humanities
collection
0
ITEMS
14
VIEWS
by MDPI AG
collection

eye 14

Humanities (ISSN 2076-0787) is an international, scholarly, peer-reviewed, open access journal for scholarly papers of exceptionally high quality across all humanities disciplines. Humanities is published quarterly online by MDPI.
Galaxies
Galaxies
collection
0
ITEMS
17
VIEWS
by MDPI AG
collection

eye 17

Galaxies (ISSN 2075-4434) is a peer-reviewed open access journal of astronomy, astrophysics, and cosmology published quarterly online by MDPI.
Sports
Sports
collection
0
ITEMS
9
VIEWS
by MDPI AG
collection

eye 9

Sports (ISSN 2075-4663) is an international peer-reviewed open access journal published quarterly online by MDPI.
Journal of Imaging
Journal of Imaging
collection
0
ITEMS
11
VIEWS
by MDPI AG
collection

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Journal of Imaging (ISSN 2313-433X) is an international multi/interdisciplinary peer-reviewed open access journal of imaging techniques published online monthly by MDPI.
Aerospace (Basel)
Aerospace (Basel)
collection
0
ITEMS
25
VIEWS
by MDPI AG
collection

eye 25

Aerospace (ISSN 2226-4310) is a peer-reviewed open access journal of aeronautics and astronautics published quarterly online by MDPI. The European Aeronautics Science Network (EASN) is affiliated with Aerospace
Laws
Laws
collection
0
ITEMS
14
VIEWS
by MDPI AG
collection

eye 14

Laws (ISSN 2075-471X) is an international, scholarly, peer-reviewed, open access journal of legal systems, theory, and institutions, and is published quarterly online by MDPI.
Algorithms
Algorithms
collection
0
ITEMS
106
VIEWS
by MDPI AG
collection

eye 106

Algorithms (ISSN 1999-4893; CODEN: ALGOCH) is a peer-reviewed open access journal which provides an advanced forum for studies related to algorithms and their applications. Algorithms is published monthly online by MDPI. The European Society for Fuzzy Logic and Technology (EUSFLAT) is affiliated with Algorithms and their members receive discounts on the article processing charges.
Geosciences
Geosciences
collection
0
ITEMS
14
VIEWS
by MDPI AG
collection

eye 14

Geosciences (ISSN 2076-3263; CODEN: GBSEDA) is an interdisciplinary, international peer-reviewed open access journal of geoscience, future earth and planetary science published monthly online by MDPI.
Chemosensors
Chemosensors
collection
0
ITEMS
11
VIEWS
by MDPI AG
collection

eye 11

Chemosensors (ISSN 2227-9040; CODEN: CHEMO9) is an international, scientific, peer-reviewed, open access journal on the science and technology of chemical sensors published quarterly online by MDPI.
Designs
Designs
collection
0
ITEMS
16
VIEWS
by MDPI AG
collection

eye 16

Designs (ISSN 2411-9660) is an international, scientific, peer-reviewed, open access journal of engineering designs published quarterly online by MDPI.
Social Sciences
Social Sciences
collection
0
ITEMS
22
VIEWS
by MDPI AG
collection

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Social Sciences (ISSN 2076-0760) is an international, open access journal with rapid peer-review, which publishes works from a wide range of fields, including anthropology, criminology, economics, education, geography, history, law, linguistics, political science, psychology, social policy, social work, sociology and so on. Social Sciences is published monthly online by MDPI.
Metals
Metals
collection
0
ITEMS
10
VIEWS
by MDPI AG
collection

eye 10

Metals (ISSN 2075-4701; CODEN: MBSEC7) is an international peer-reviewed open access journal published monthly online by MDPI.
Religions
Religions
collection
0
ITEMS
9
VIEWS
by MDPI AG
collection

eye 9

Religions (ISSN 2077-1444) is an international, interdisciplinary, peer-reviewed, open access journal on religions and theology, published monthly online by MDPI.
Applied Sciences
Applied Sciences
collection
0
ITEMS
16
VIEWS
by MDPI AG
collection

eye 16

Applied Sciences (ISSN 2076-3417; CODEN: ASPCC7) is an international peer-reviewed open access journal on all aspects of applied natural sciences published monthly online by MDPI.
by MDPI AG
collection

eye 42

Journal of Low Power Electronics and Applications (ISSN 2079-9268) is an international, interdisciplinary, peer-reviewed, open access journal on low power electronics and is published quarterly online by MDPI.
Resources
Resources
collection
0
ITEMS
8
VIEWS
by MDPI AG
collection

eye 8

Resources (ISSN 2079-9276) is an international peer-reviewed journal of scientific studies related to resources, published quarterly online by MDPI.
Healthcare
Healthcare
collection
0
ITEMS
11
VIEWS
by MDPI AG
collection

eye 11

Healthcare (ISSN 2227-9032) is an international, scientific, peer-reviewed, open access journal on health care systems, industry, technology, policy, and regulation, and is published quarterly online by MDPI.
Universe
Universe
collection
0
ITEMS
20
VIEWS
by MDPI AG
collection

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Universe (ISSN 2218-1997) is a peer-reviewed open access journal focused on fundamental principles in physics published monthly online by MDPI.
Processes
Processes
collection
0
ITEMS
7
VIEWS
by MDPI AG
collection

eye 7

Processes (ISSN 2227-9717; CODEN: PROCCO) is an international peer-reviewed open access journal on processes in chemistry, biochemistry, biology, materials, and related process/systems engineering research fields.