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Reviewers in the wild

The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.

Experts who meet the recruitment bar

The bar is a setting of the venue, one per role; it is edited on its own page.
Reviewer bar: SIGMOD, VLDB, ICDE, PODS, SIGKDD · junior 2+ first-author in 5y or senior 4+ papers in 5y · change the bar
List the experts who meet it

Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021

Experts by expertise

The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence›Machine learning›Deep learning architectures and training›scientific machine learning›neural PDE solvers topic 6 papers · 33 experts · broader topic added to organise its sub-topics
Experts on neural PDE solvers 33 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years)
ExpertWeight Papers on topicLast on topic All papersLastORCID
Mathias Niepert
dblp:n/MathiasNiepert
0.9 12025 76 · 40 since 2021 2025 verified
Daniel Musekamp
dblp:379/6030
0.9 12025 3 · 3 since 2021 2025 none
Marimuthu Kalimuthu
dblp:245/7576
0.9 12025 3 · 3 since 2021 2025 none
David Holzmüller
dblp:207/7947
0.9 12025 9 · 9 since 2021 2025 none
Makoto Takamoto
dblp:18/9869
0.9 12025 6 · 6 since 2021 2025 unresolved
Baskar Ganapathysubramanian
dblp:90/8130
0.8 12024 19 · 13 since 2021 2026 corroborated
Adarsh Krishnamurthy
dblp:70/6392
0.8 12024 35 · 15 since 2021 2026 verified
Chinmay Hegde
dblp:39/2056
0.8 12024 83 · 41 since 2021 2026 corroborated
Anushrut Jignasu
dblp:332/4850
0.8 12024 5 · 5 since 2021 2026 corroborated
Soumik Sarkar
dblp:33/7053
0.8 12024 40 · 25 since 2021 2026 conflict
Chih-Hsuan Yang
dblp:306/8924
0.8 12024 2 · 2 since 2021 2024 reported
Ethan Herron
dblp:281/7086
0.8 12024 5 · 5 since 2021 2024 corroborated
Biswajit Khara
dblp:252/4595
0.8 12024 4 · 3 since 2021 2024 corroborated
Dhruv Gamdha
dblp:240/7461
0.8 12024 1 · 1 since 2021 2024 unresolved
Aditya Balu
dblp:192/1502
0.8 12024 20 · 18 since 2021 2026 corroborated
Zhanhong Jiang
dblp:173/5031
0.8 12024 16 · 13 since 2021 2026 corroborated
Aparna Chandramowlishwaran
dblp:42/5990
0.7 12023 31 · 9 since 2021 2025 verified
Sheikh Md Shakeel Hassan
dblp:353/2551
0.7 12023 2 · 2 since 2021 2025 none
Yoonjin Won
dblp:353/2435
0.7 12023 1 · 1 since 2021 2023 none
Jaiyoung Ryu
dblp:328/8557
0.7 12023 1 · 1 since 2021 2023 none
Akash Dhruv
dblp:327/3718
0.7 12023 3 · 3 since 2021 2025 reported
Arthur Feeney
dblp:254/5366
0.7 12023 4 · 3 since 2021 2024 corroborated
Youngjoon Suh
dblp:219/6646
0.7 12023 1 · 1 since 2021 2023 none
Johannes Brandstetter
dblp:251/8691
0.6 12022 25 · 23 since 2021 2025 none
Daniel E. Worrall
dblp:187/1680
0.6 12022 14 · 4 since 2021 2023 verified
Max Welling
dblp:16/2286
0.6 12022 214 · 51 since 2021 2026 verified
Stefano Ermon
dblp:47/8135
0.4 12019 270 · 147 since 2021 2025 verified
Lucia Mirabella
dblp:242/8298
0.4 12019 3 · 2 since 2021 2022 corroborated
Jun-Ting Hsieh
dblp:211/6948
0.4 12019 24 · 21 since 2021 2026 corroborated
Stephan Eismann
dblp:174/8729
0.4 12019 4 · 1 since 2021 2021 none
Shengjia Zhao
dblp:173/5122
0.4 12019 28 · 12 since 2021 2026 none
Claire J. Tomlin
dblp:34/7142
0.1 12021 92 · 23 since 2021 2025 verified
Somil Bansal
dblp:158/5298
0.1 12021 15 · 13 since 2021 2026 verified
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