Sources
Biology+AI Daily
SEQPROFT: Applying LoRA Finetuning for Sequence-Only Protein Property Predictions • SEQPROFT introduces a parameter-efficient finetuning (PEFT) method using LoRA (Low-Rank Adaptation) to enhance protein language models (PLMs) like ESM-2 for sequence-only protein property… https://t.co/RWdhtSeI1U
- Biology+AI Daily
ConfFlow: Transformer-Based Flow Model for Molecular Conformation Generation • Introducing ConfFlow, a novel flow-based model utilizing transformer architectures for molecular conformation generation. Unlike previous methods, ConfFlow directly samples 3D atomic coordinates… https://t.co/AFhrZLa0g5
- Biology+AI Daily
Reinforcement Learning for Sequence Design Leveraging Protein Language Models • This study presents a novel framework combining reinforcement learning (RL) with protein language models (PLMs) for efficient de novo protein sequence design, optimizing sequence diversity and… https://t.co/W6c8Rvyy31
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