Bichen Shang
Engineering · Purdue University West Lafayette
Publications
13
Citations
161
Est. group size
—
Recurring co-author estimate
Active years
7
Publishing since 2020
Bichen Shang works on heat transfer and thermal management, focusing on phase change materials (substances that absorb or release heat as they melt or freeze) and nanofluids for applications like battery cooling, thermal energy storage, and building energy efficiency. Recent work combines computational fluid dynamics (CFD) simulations with machine learning methods to predict and optimize thermal performance in these systems.
Publication output was minimal or absent for most of the past decade but increased sharply starting in 2024, suggesting a recent growth in research activity.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Cross-domain indoor performance prediction via in-context learning: A CFD-TabPFN-SHAP framework integrating air quality, energy, and thermal comfort
Energy and Buildings · 2026
- Recent advances in machine learning for advanced building envelopes: From prediction to optimisation
Applied Thermal Engineering · 2026
- In-context learning for nano-PCM thermal behavior prediction in battery thermal management via Lattice Boltzmann simulation
Energy · 2025
- Study on full-scale experimental and numerical investigation of fire-induced smoke control in an underground Double-Island Subway Station
International Communications in Heat and Mass Transfer · 2025
- Recent Advances in Machine Learning for Building Envelopes: From Prediction to Optimization
SSRN Electronic Journal · 2025
- Thermal energy and thermo-economic analysis of PCM-TES for space heating based on low-temperature waste heat: An experimental and numerical study
Energy · 2024
- Numerical investigation on heat transfer characteristics in battery thermal management with phase change material composited by toroidal porous medium
International Communications in Heat and Mass Transfer · 2024
- Thermal energy storage system based on nanoparticle distribution optimisation for enhanced heat transfer
Journal of Energy Storage · 2024
- An integrated CFD and machine learning analysis on pilots in-flight thermal comfort and productivity
Engineering Applications of Computational Fluid Mechanics · 2024
- Investigation on heat transfer efficiency of Phase Change Materials enhanced by divided heat flux
Journal of the Taiwan Institute of Chemical Engineers · 2024
- Data-driven optimization of nano-PCM arrangements for battery thermal management based on Lattice Boltzmann simulation
Energy · 2024
- Thermal Energy Storage System Based on Nanoparticle Distribution Optimisation for Enhanced Heat Transfer
SSRN Electronic Journal · 2023
- Experimental study on thermal efficiency improvement using nanofluids in heat sink with heated circular cylinder
International Communications in Heat and Mass Transfer · 2020
- International Communications in Heat and Mass Transfer×3
- Energy×3
- SSRN Electronic Journal×2
- Journal of Energy Storage×1
- Engineering Applications of Computational Fluid Mechanics×1
- Yuhang Fang
Engineering · Purdue University West Lafayette
- Piyush Mani Tripathi
Engineering · Purdue University West Lafayette
- Athanasios Tzempelikos
Engineering · Purdue University West Lafayette
- Da Yan
Engineering · Indiana University
- Ali Razban
Engineering · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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