Fine-Tuning ProGen2 Protein Language Model
Fine-tuned ProGen2 transformer model on PFAM protein families to generate biologically valid sequences. Achieved 93%+ motif retention rates through targeted hyperparameter …
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1 min read
Physics-Informed Neural Network for 2D Heat Equation
Built a physics-informed neural network in PyTorch that embeds the transient 2D heat equation PDE directly into the loss function, achieving high accuracy validated against …
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1 min read