Autodesk Res

学者数19

论文数8

被引数4

关联论文 (7)

发表时间

Probabilistic learning from real-world observations of systems with unknown inputs for model-form UQ and digital twinning 基于对具有未知输入系统的真实世界观测进行概率学习，以实现模型形式的不确定性量化与数字孪生

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2025-05-01

PREAI

Zhang, Zimi J.; Bakar, Akmal; Humphry, Adrian; Javid, Farhad; Nadeau, Patrick; Ebrahimi, Mehran; Butscher, Adrian; Tessier, Alexander; Rodriguez, Jesus; Farhat, Charbel

Elicitron: A Large Language Model Agent-Based Simulation Framework for Design Requirements Elicitation Elicitron：一种基于大型语言模型代理的设计需求获取仿真框架

JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

IF3.3

2025-01-16

OAAI

Ataei, Mohammadmehdi; Cheong, Hyunmin; Grandi, Daniele; Wang, Ye; Morris, Nigel; Tessier, Alexander

MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models MSEval：一个用于概念设计中材料选择的评估算法模型的数据库

JOURNAL OF MECHANICAL DESIGN

IF3

2025-01-15

OAAI

Jain, Yash Patawari; Grandi, Daniele; Groom, Allin; Cramer, Brandon; McComb, Christopher

Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human-Crowdsourced Solutions 大型语言模型能产生多样化的设计概念吗？与人工众包解决方案的对比研究

JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

IF3.3

2024-12-23

PREAI

Ma, Kevin; Grandi, Daniele; Mccomb, Christopher; Goucher-Lambert, Kosa

Representation Learning for Sequential Volumetric Design Tasks 序列体积设计任务的表示学习

JOURNAL OF MECHANICAL DESIGN

IF3

2024-11-18

PREAI

Alam, Md Ferdous; Wang, Yi; Cheng, Chin-Yi; Luo, Jieliang

Evaluating Large Language Models for Material Selection 评估大型语言模型用于材料选择

JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

IF3.3

2024-11-14

OAAI

Grandi, Daniele; Jain, Yash Patawari; Groom, Allin; Cramer, Brandon; Mccomb, Christopher

Multi-Split Configuration Design for Fluid-Based Thermal Management Systems 流体基热管理系统多分割配置设计

JOURNAL OF MECHANICAL DESIGN

IF3

2024-09-26

OAAI

Bayat, Saeid; Shahmansouri, Nastaran; Peddada, Satya R. T.; Tessier, Alexander; Butscher, Adrian; Allison, James T.