Concepedia

Aditi S. Krishnapriyan

AS

9

Publications

461

Citations

9

H-Index

2013

Active since

Affiliations

Lawrence Berkeley National Laboratory(Current)

University of California, Berkeley

Los Alamos National Laboratory

Stanford University

Aditi S. Krishnapriyan is an author at Lawrence Berkeley National Laboratory specializing in engineering, chemistry, and machine learning.

Top concepts

EngineeringChemistryMachine LearningPhysicsData ScienceMolecular DesignArtificial IntelligenceComputational ChemistryBiophysicsPhotovoltaics

Publications per year

2013–2023

9

Publications

9

Chemical reaction networks and opportunities for machine learning

Mingjian Wen, Evan Walter Clark Spotte‐Smith, Samuel M. Blau et al. · Nature Computational Science · 2023 · 120 citations

Chemical Engineering, Engineering, Machine Learning +5

Characterizing possible failure modes in physics-informed neural networks

Aditi S. Krishnapriyan, Amir Gholami, Shandian Zhe et al. · arXiv (Cornell University) · 2021 · 115 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

An Ecosystem for Digital Reticular Chemistry

Kevin Maik Jablonka, Andrew Rosen, Aditi S. Krishnapriyan et al. · ACS Central Science · 2023 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Numerical Optimization of Density Functional Tight Binding Models: Application to Molecules Containing Carbon, Hydrogen, Nitrogen, and Oxygen

Aditi S. Krishnapriyan, Ping Yang, Anders M. N. Niklasson et al. · Journal of Chemical Theory and Computation · 2017 · 41 citations · Full text

Engineering, Physics, Molecules Containing Carbon +15

Spectrum of Exfoliable 1D van der Waals Molecular Wires and Their Electronic Properties

Yanbing Zhu, Daniel A. Rehn, Evan R. Antoniuk et al. · ACS Nano · 2021 · 38 citations

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