Brian C. Barnes - Publications, H-index & Citations

Brian C. Barnes

Purdue University System

17H指数

63论文数

953被引数

收录论文 18

发表时间

A Deep Learning Approach to Searching Property Spaces of Materials 深度学习方法用于材料属性空间的搜索

Digital Discovery

IF5.6

2026-04-17

OAAI

Robert Joseph Appleton; Brian C Barnes; Steven F Son; Alejandro Strachan

Automated multi-object tracking: Applications to metal combustion under XPCI 自动化多目标跟踪：XPCI下金属燃烧的应用

Computational Materials Science

IF3.3

2025-11-01

OAAI

Yunzhe Wang; Velat Kilic; Mark A. Foster; Elliot R. Wainwright; Andrew F.T. Leong; Shashank V. Lakshman; Alex H. Kinsey; John D. Gibbins; Shane Q. Arlington; Kamel Fezzaa; Todd C. Hufnagel; Timothy P. Weihs; Brian C. Barnes; Tim Mueller; Kerri-Lee Chintersingh

Data Fusion of Deep Learned Molecular Embeddings for Property Prediction 基于深度学习分子嵌入的数据融合方法用于性质预测

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2025-10-01

OAAI

Appleton, Robert J.; Barnes, Brian C.; Strachan, Alejandro

Optimization of a Graph-to-graph Translation Generative Model Under Multiple Constraints: Discovering New Melt-cast Explosives 在多重约束下优化图到图翻译生成模型：发现新型熔铸炸药

PROPELLANTS EXPLOSIVES PYROTECHNICS

IF2

2025-09-01

PREAI

Lansford, Joshua L.; Barnes, Brian C.

Temporal scale-bridging of chemistry in a multiscale model: Application to reactivity of an energetic material

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2023-01-01

PREAI

Leiter, Kenneth W.; Larentzos, James P.; Barnes, Brian C.; Brennan, John K.; Becker, Richard; Knap, Jaroslaw

Building Chemical Property Models for Energetic Materials from Small Datasets Using a Transfer Learning Approach

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2022-10-14

PREAI

Lansford, Joshua L.; Barnes, Brian C.; Rice, Betsy M.; Jensen, Klavs F.

Prediction of Energetic Material Properties from Electronic Structure Using 3D Convolutional Neural Networks

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2020-10-15

PREAI

Casey, Alex D.; Son, Steven F.; Bilionis, Ilias; Barnes, Brian C.

Data Augmentation and Pretraining for Template-Based Retrosynthetic Prediction in Computer-Aided Synthesis Planning

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2020-06-22

OAAI

Fortunato, Michael E.; Coley, Connor W.; Barnes, Brian C.; Jensen, Klavs F.

Accelerated scale-bridging through adaptive surrogate model evaluation 通过自适应替代模型评估加速规模桥接

nature computational science

IF3.7

2018-07-01

OAAI

Leiter, Kenneth W.; Barnes, Brian C.; Becker, Richard; Knap, Jaroslaw

A coarse-grain force field for RDX: Density dependent and energy conserving

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2016-03-14

OAAI

Moore, Joshua D.; Barnes, Brian C.; Izvekov, Sergei; Lisal, Martin; Sellers, Michael S.; Taylor, DeCarlos E.; Brennan, John K.

Nucleation rate analysis of methane hydrate from molecular dynamics simulations

FARADAY DISCUSSIONS

IF3.1

2015-01-01

OAAI

Yuhara, Daisuke; Barnes, Brian C.; Suh, Donguk; Knott, Brandon C.; Beckham, Gregg T.; Yasuoka, Kenji; Wu, David T.; Sum, Amadeu K.

Observation of Interstitial Molecular Hydrogen in Clathrate Hydrates

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

IF16.9

2014-08-19

PREAI

Grim, R. Gary; Barnes, Brian C.; Lafond, Patrick G.; Kockelmann, Winfred A.; Keen, David A.; Soper, Alan K.; Hiratsuka, Masaki; Yasuoka, Kenji; Koh, Carolyn A.; Sum, Amadeu K.

Two-component order parameter for quantifying clathrate hydrate nucleation and growth

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2014-04-24

PREAI

Barnes, Brian C.; Beckham, Gregg T.; Wu, David T.; Sum, Amadeu K.

Advances in molecular simulations of clathrate hydrates

CURRENT OPINION IN CHEMICAL ENGINEERING

IF6.8

2013-05-01

PREAI

Barnes, Brian C.; Sum, Amadeu K.