Python library for simulating heat transfer processes

Source code for Multifidielity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures

Fast thermal modeling and radiosity in Python.

An early warning system for electrical cable fire risk based on current measurement, harmonic analysis and thermal modeling. Data analysis and risk estimation algorithms were developed using Python and MATLAB.

1D thermal resistance network for CPU cold plate optimization, calibrated against CFD simulations. Enables rapid parametric design studies to identify thermal bottlenecks and evaluate design modifications without re-running expensive 3D CFD.

Professional-grade F1 tire thermal management platform with ML strategy optimization, multi-physics simulation, and real-time analytics for Formula 1 racing applications.

The repository applies Bayesian inference, Gaussian processes, Kalman filters, and particle filters to detect and track temperature hotspots across space and time. The methods are evaluated on simulated sensor data to estimate hotspot location, intensity, and temporal dynamics.

A physics-informed neural network approach is proposed for control-oriented building thermal modeling, combining data with physical laws to improve accuracy and reduce training data needs. The method predicts room temperature, power use, and hidden thermal states more reliably than standard neural networks.

A collection of MATLAB scripts for 1D and 3D thermal modeling of laser-material interaction, developed for advanced manufacturing process simulation.