Eric M. Collins - Publications, H-index & Citations

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Eric M. Collins

indiana university system

9H-index

33Paper Count

311Citation Count

Published Papers 7

Publication Date

Leveraging high-throughput molecular simulations and machine learning for the design of chemical mixtures

NPJ COMPUTATIONAL MATERIALS

IF11.9

2025-03-17

OAAI

Chew, Alex K.; Afzal, Mohammad Atif Faiz; Kaplan, Zachary; Collins, Eric M.; Gattani, Suraj; Misra, Mayank; Chandrasekaran, Anand; Leswing, Karl; Halls, Mathew D.

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Stepping-Stone CBH: Benchmark and Application of a Multilayered Isodesmic-Based Correction Scheme

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2024-04-17

PREAI

Collins, Eric M.; Raghavachari, Krishnan

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Approaching Coupled Cluster Accuracy with Density Functional Theory Using the Generalized Connectivity-Based Hierarchy

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2023-06-20

PREAI

Raghavachari, Krishnan; Maier, Sarah; Collins, Eric M.; Debnath, Sibali; Sengupta, Arkajyoti

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Interpretable Graph-Network-Based Machine Learning Models via Molecular Fragmentation

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2023-05-03

PREAI

Collins, Eric M.; Raghavachari, Krishnan

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Applications of isodesmic-type reactions for computational thermochemistry

WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE

IF27

2020-08-25

PREAI

Chan, Bun; Collins, Eric; Raghavachari, Krishnan

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Effective Molecular Descriptors for Chemical Accuracy at DFT Cost: Fragmentation, Error-Cancellation, and Machine Learning

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2020-07-17

PREAI

Collins, Eric M.; Raghavachari, Krishnan

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Development of magnetism in strongly correlated cerium systems: Non-Kondo mechanism for moment collapse

PHYSICAL REVIEW B

IF3.7

2000-11-01

OAAI

Collins, EM; Kioussis, N; Lim, SP; Cooper, BR

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Research Directions