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waam

Here are 7 public repositories matching this topic...

WAAM-Thermal-Forecasting

alimori165 / WAAM-Thermal-Forecasting

Physics-guided thermal forecasting for Wire Arc Additive Manufacturing (WAAM) using real thermocouple data, leakage-aware machine learning, thermal-memory models, and sensor-constrained inverse PINN methods.

machine-learning pinn additive-manufacturing digital-twin waam physics-informed-neural-networks thermal-modeling wire-arc-additive-manufacturing

Updated Jul 20, 2026
Python

GermanOmar / Melting

machine-learning additive-manufacturing waam

Updated Mar 15, 2022
Jupyter Notebook

Guru5290 / waam_transpiler_rpi5

Transpilation from Gcode to KRL. Welding torch control via RJ45 cable connection between rpi5 and KRC4 using KRC4 internal I/O

transpiler gcode krl kuka-robots waam

Updated Nov 7, 2025
Python

hybrid-cvae-cgan-weld-augmentation

lijiawei255 / hybrid-cvae-cgan-weld-augmentation

Unofficial, completed reference implementation of Yang et al.'s hybrid CVAE-CGAN for WAAM defect-image augmentation, evaluated end-to-end on public LoHi-WELD data.

computer-vision deep-learning pytorch generative-adversarial-network gan image-generation reproducibility class-imbalance reference-implementation welding data-augmentation cvae variational-autoencoder additive-manufacturing defect-detection waam small-datasets

Updated Sep 26, 2026
Python

liujiaresearcher-hash / waam-arc-length-monitoring-control

Synthetic WAAM demo for residual-based arc-length monitoring, trend detection, and rule-based closed-loop control evaluation.

python closed-loop-control process-monitoring synthetic-data trend-detection additive-manufacturing waam wire-arc-additive-manufacturing arc-length-control rule-based-control

Updated Jul 13, 2026
Python

alimori165 / WAAM-ER70S6-Experimental-Characterization

Experimental process–structure–property characterization of ER70S-6 low-alloy steel produced by robotic GMA-WAAM.

additive-manufacturing waam mechanical-properties wire-arc-additive-manufacturing fractography gmaw experimental-characterization

Updated Aug 1, 2026
Python

arifme071 / waam-hmm-rl-optimizer

Acoustic-Driven HMM–RL Framework for WAAM Process Monitoring

python reinforcement-learning hidden-markov-model acoustic-monitoring additive-manufacturing waam

Updated Jul 30, 2026
Python

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