p7cs.CE

Category

cs.CE

15 papers

Julia: A Fast Dynamic Language for Technical Computing

Jeff Bezanson, Stefan Karpinski, Viral B. Shah, Alan Edelman

1209.5145

Data-driven modelling of nonlinear spatio-temporal fluid flows using a deep convolutional generative adversarial network

M. Cheng, F. Fang, C. C. Pain, I. M. Navon

2004.00707

Near-optimal RNA-Seq quantification

Nicolas Bray, Harold Pimentel, Páll Melsted, Lior Pachter

1505.02710

MINRES-QLP: a Krylov subspace method for indefinite or singular symmetric systems

Sou-Cheng T. Choi, Christopher C. Paige, Michael A. Saunders

1003.4042

Coordinate Friendly Structures, Algorithms and Applications

Zhimin Peng, Tianyu Wu, Yangyang Xu, Ming Yan, Wotao Yin

1601.00863

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow

Wenqi Zhang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Weiming Lu, Yueting Zhuang

2306.07209

ChemTS: An Efficient Python Library for de novo Molecular Generation

Xiufeng Yang, Jinzhe Zhang, Kazuki Yoshizoe, Kei Terayama, Koji Tsuda

1710.00616

Stabilized Sparse Scaling Algorithms for Entropy Regularized Transport Problems

Bernhard Schmitzer

1610.06519

MARS: Markov Molecular Sampling for Multi-objective Drug Discovery

Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li

2103.10432

Classification-based Financial Markets Prediction using Deep Neural Networks

Matthew Dixon, Diego Klabjan, Jin Hoon Bang

1603.08604

Deep Learning of Vortex Induced Vibrations

Maziar Raissi, Zhicheng Wang, Michael S. Triantafyllou, George Em Karniadakis

1808.08952

Tightening LP Relaxations for MAP using Message Passing

David Sontag, Talya Meltzer, Amir Globerson, Tommi S. Jaakkola, Yair Weiss

1206.3288

Data-driven reduced-order models via regularized operator inference for a single-injector combustion process

Shane A. McQuarrie, Cheng Huang, Karen E. Willcox

2008.02862

Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks

Yaser Afshar, Saakaar Bhatnagar, Shaowu Pan, Karthik Duraisamy, Shailendra Kaushik

1905.13166

How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning

Zhi Chen, Alexander Ogren, Chiara Daraio, L. Catherine Brinson, Cynthia Rudin

2111.05949