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Pierre Baldi — most-cited papers & profile · AI for Science
← authors
·
overview
Pierre Baldi
23
papers ·
147
citations ·
119
h-index
University of California, Irvine · Irvine University
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Most-cited papers
ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
2023 · 19 citations
Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation
2022 · 7 citations
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
2023 · 3 citations
Interpretable Deep Learning for Polar Mechanistic Reaction Prediction
2025 · 1 citations
Continuous Representation of Molecules Using Graph Variational Autoencoder
2020
Quantum Mechanics and Machine Learning Synergies: Graph Attention Neural Networks to Predict Chemical Reactivity
2021
Deep Learning Models of the Discrete Component of the Galactic Interstellar Gamma-Ray Emission
2022
Unraveling the Molecular Magic: AI Insights on the Formation of Extraordinarily Stretchable Hydrogels
2024
Top co-authors
Mohammadamin Tavakoli
· 6
Alexander Shmakov
· 3
David Van Vranken
· 2
Aaron Mood
· 1
Akshay Subramaniam
· 1
Alexander E. Dashuta
· 1
Alex Broughton
· 1
Ali Pilehvar Meibody
· 1
Alistair White
· 1
Andrea Jenney
· 1
Ann Marie Carlton
· 1
Benjamin R. Hillman
· 1
Topics
Chemistry
Drug Discovery
Physics ML
Climate & Weather
Materials