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I

Ilias Bilionis

Purdue University System

30H指数
199论文数
3.1K被引数
收录论文 68
发表时间
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Entropy switch for Bayesian thermal network discovery贝叶斯热网络发现的熵开关
errInternational Journal of Thermal Sciences
IF5
err2026-07-26
err0
PREAI
errSreehari Manikkan; Panagiota Karava; Ilias Bilionis
err分享
err收藏
Patient-specific unsupervised neural reconstruction of cardiac blood flow from 4D flow MRI基于4D血流MRI的患者特异性无监督神经网络重建心脏血流
errMedical Image Analysis
IF11.8
err2026-07-25
err0
errOAAI
errAtharva Hans; Abhishek Singh; Yue-Hin Loke; Pavlos P. Vlachos; Ilias Bilionis
err分享
err收藏
Bayesian neural networks with interpretable priors from Mercer kernels具有可解释先验的Mercer核贝叶斯神经网络
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-09
err0
PREAI
errAlex Alberts; Ilias Bilionis
err分享
err收藏
Bayesian calibration of engine-out NOx models for engine-to-engine transferability发动机排放NOx模型的贝叶斯校准以实现发动机间的可转移性
errInternational Journal of Engine Research
IF2.1
err2026-01-01
err0
PREAI
errZinage, Shrenik; Meckl, Peter; Bilionis, Ilias
err分享
err收藏
Managing delay-induced challenges in remote monitoring of uncrewed space habitats: The impact of forecasting telemetry visualizations管理无人空间栖息地远程监控中延迟引发的挑战：遥测预测可视化的影响
errActa Astronautica
IF3.4
err2025-12-20
err0
PREAI
errZixu Zhang; Sreehari Manikkan; Murali Krishnan; Mohsen Azimi; Luca Vaccino; Jiachen Wang; Chuanyu Xue; Shirley J. Dyke; Ilias Bilionis; Song Han; Paul Parsons
err分享
err收藏
A causal graph-enhanced Gaussian process regression for modeling engine-out NOx
errINTERNATIONAL JOURNAL OF ENGINE RESEARCH
IF2.1
err2025-11-01
err0
PREAI
errZinage, Shrenik; Bilionis, Ilias; Meckl, Peter
err分享
err收藏
AI-enabled building energy model generation and domain randomization for control policy learningAI赋能的建筑能耗模型生成及领域随机化在控制策略学习中的应用
errBuilding and Environment
IF7.6
err2025-10-03
err0
PREAI
errT Kuo; S Manikkan; X Liu; H. Devarapalli; I Bilionis; P Karava
err分享
err收藏
Physics-Informed Neural Networks for Parametric Modeling of Permanent Magnet Synchronous Machines
errIEEE Transactions on Energy Conversion
IF5.4
err2025-08-11
err0
PREAI
errAndrés Beltrán-Pulido; Dionysios Aliprantis; Ilias Bilionis; Alfredo R. Munoz; Nicholas Chase
err分享
err收藏
Social energy games for smart and connected residential communities: Mechanism design智能互联住宅社区的社会能源游戏：机制设计
errEnergy and Buildings
IF7.1
err2025-07-24
err0
PREAI
errHuijeong Kim; Jaehyun Go; Hemanth Devarapalli; Ilias Bilionis; Panagiota Karava; James E. Braun
err分享
err收藏
Causality enforcing parametric heat transfer solvers for evolving geometries in advanced manufacturing为先进制造中演变几何体设计的强加因果关系的参数化传热求解器
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-03-01
err0
PREAI
errThomas, Akshay J.; Bilionis, Ilias; Barocio, Eduardo; Pipes, R. Byron
err分享
err收藏
A computational framework for making early design decisions in deep space habitats
errADVANCES IN ENGINEERING SOFTWARE
IF5.7
err2024-09-01
err3
PREAI
errBehjat, Amir; Liu, Xiaoyu; Forero, Oscar; Ibrahimov, Roman; Dyke, Shirley; Bilionis, Ilias; Ramirez, Julio; Whitaker, Dawn
err分享
err收藏
An information field theory approach to Bayesian state and parameter estimation in dynamical systems动态系统贝叶斯状态和参数估计的信息场理论方法
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-09-01
err1
errOAAI
errHao, Kairui; Bilionis, Ilias
err分享
err收藏
Learning to solve Bayesian inverse problems: An amortized variational inference approach using Gaussian and Flow guides学习解决贝叶斯逆问题: 使用高斯和流指南的摊销变分推理方法
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-08-01
err0
errOAAI
errKarumuri, Sharmila; Bilionis, Ilias
err分享
err收藏
Generative hyperelasticity with physics-informed probabilistic diffusion fields
errENGINEERING WITH COMPUTERS
IF4.9
err2024-05-18
err0
PREAI
errTac, Vahidullah; Rausch, Manuel K.; Bilionis, Ilias; Sahli Costabal, Francisco; Tepole, Adrian Buganza
err分享
err收藏
Probabilistic physics-guided transfer learning for material property prediction in extrusion deposition additive manufacturing基于概率物理引导的迁移学习在挤压沉积增材制造材料性能预测中的应用
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err3
PREAI
errThomas, Akshay J.; Jaszczuk, Mateusz; Barocio, Eduardo; Ghosh, Gourab; Bilionis, Ilias; Pipes, R. Byron
err分享
err收藏
Mass uptake during oxidation of metallic alloys: Literature data collection, analysis, and FAIR sharing
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-01-01
err1
errOAAI
errMishra, Saswat; Karumuri, Sharmila; Mika, Vincent; Scott, Collin; Choy, Chadwick; Sandhage, Kenneth H.; Bilionis, Ilias; Titus, Michael S.; Strachan, Alejandro
err分享
err收藏
Physics-informed information field theory for modeling physical systems with uncertainty quantification用于不确定性量化的物理系统建模的物理信息场理论
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-08-01
err3
errOAAI
errAlberts, Alex; Bilionis, Ilias
err分享
err收藏
Optimizing autoinjector devices using physics-based simulations and Gaussian processes
errJOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS
IF3.5
err2023-04-01
err5
PREAI
errSree, Vivek; Zhong, Xiaoxu; Bilionis, Ilias; Ardekani, Arezoo; Tepole, Adrian Buganza
err分享
err收藏
Modeling large-volume subcutaneous injection of monoclonal antibodies with anisotropic porohyperelastic models and data-driven tissue layer用各向异性孔超弹性模型和数据驱动的组织层对单克隆抗体的大体积皮下注射进行建模
errJOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS
IF3.5
err2023-02-01
err16
PREAI
errde Lucio, Mario; Leng, Yu; Hans, Atharva; Bilionis, Ilias; Brindise, Melissa; Ardekani, Arezoo M.; Vlachos, Pavlos P.; Gomez, Hector
err分享
err收藏
Human decision making during eco-feedback intervention in smart and connected energy-aware communities
errENERGY AND BUILDINGS
IF7.1
err2023-01-01
err6
errOAAI
errKim, Huijeong; Bilionis, Ilias; Karava, Panagiota; Braun, James E.
err分享
err收藏

研究方向

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合作学者
合作期刊
J
Julio A. Ramírez
H 指数: 68 · 论文数: 735
张
张昕 (Xin Zhang)
H 指数: 62 · 论文数: 1.7K
S
Steven F. Son
H 指数: 58 · 论文数: 487
R
R. Byron Pipes
H 指数: 56 · 论文数: 317
A
Arun K. Gosain
H 指数: 55 · 论文数: 561
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