BPS2026 Program Book

2380-Pos Board B338 IN-CONTEXT ADAPTATION OF VISION LANGUAGE MODELS (VLMS) FOR FEW-SHOT CELL DETECTION IN MICROSCOPY. Shreyan Ganguly, Angona Biswas , Jaydeep Rade, Md Hasibul Hasan Hasib, Nabila Masud, Nitish Singla, Abhipsa Dash, Ushashi Bhattacharjee, Aditya Balu, Adarsh Krish namurthy, Soumik Sarkar, Anwesha Sarkar 2381-Pos Board B339 CHARACTERIZATION OF MECHANISMS INVOLVED IN PRE- AND POST ATRIAL FIBRILLATION EPISODES. Yael Drori , Yael Yaniv 2382-Pos Board B340 A BRIGHTER FUTURE: OPTIMIZING GFP FLUORESCENCE USING DEEP LEARNING. Lydia Longfritz, Keiki Miller , Ananthan Nambiar, Greg Ander son, Shivani Ahuja 2383-Pos Board B341 STRUCTURE-GUIDED COMPUTATIONAL DESIGN OF CXCR4-TARGETING SINGLE DOMAIN ANTIBODIES. Arica VanderWal , Bowen Dai, Philip Skeps, Qing Chai, Petra Verdino, Jing Wang 2384-Pos Board B342 PROTEIN CRYSTALLIZATION AS A PERCOLATION PROBLEM: INSIGHTS FROM MATHEMATICAL MODELING. Miranda L. Lynch , Gabrielle R. Budziszewski, Sarah E. Bowman 2385-Pos Board B343 PEP-PRIML: ACCELERATING PEPTIDE-PROTEIN BINDING AFFINITY PRE DICTION WITH METADYNAMICS AND MACHINE LEARNING. Madeline T. Moody , F. Marty Ytreberg 2386-Pos Board B344 CHARMM-GUI HYBRID ML/MM BUILDER. Flo Szczepaniak , Donghyunk Suh, Wonpil Im 2387-Pos Board B345 LIPS: A HIERARCHICAL DEEP-LEARNING FRAMEWORK FOR IDENTIFYING RNA-DEPENDENT PHASE SEPARATING PROTEINS. Sonali Chatterjee , Tanujay Saha, Ranjit P. Bahadur 2388-Pos Board B346 Travel Award Winner AI-DRIVEN VIRTUAL DRUG DISCOVERY OF MULTI-TARGET COMPOUNDS AGAINST BREAST TUMORS AND ALZHEIMER’S. Sophie J. Preston , Ade line Mai, Juliana Castro Marrero, Kwan Hon K. Cheng 2389-Pos Board B347 APPLICATIONS OF UNSUPERVISED MACHINE LEARNING FOR CLUSTER ING-BASED ANALYSIS OF TAU DIMER RESIDUE CONTACT MAPS ACROSS MULTI-TARGET COMPOUND TREATMENTS. Claire M. King , Kwan Hon K. Cheng 2390-Pos Board B348 FEW-SHOT PEPTIDE CLASSIFICATION WITH A PROTEIN LANGUAGE MODEL. Joshua Almonte , Andrew Ahn, Erik H. Thiede 2391-Pos Board B349 BRANCHMORPHOGEN: A GENERALIZED FRAMEWORK TO SIMULATE BRANCHING MORPHOGENESIS. Sabyasachi Sutradhar , Sonal Shree, Md Shah Jalal, Jonathon Howard 2392-Pos Board B350 BIOBRAIN: NATURAL LANGUAGE INTELLIGENCE FRAMEWORK FOR AUTONOMOUS MICROSCOPY DATA ANALYSIS & VISUALIZATION. Konstantinos Tsolakidis , Steen W.B. Bender, Nikos S. Hatzakis 2393-Pos Board B351 PHYSICS-GUIDED ACTIVE LEARNING FOR NEW LIGAND DISCOVERY. Nikh il Dhiman, Dikshant Sagar, Negin Forouzesh

2394-Pos Travel Award Winner SHAPING PROTEIN EVOLUTION WITH BIOPHYSICAL FITNESS LANDSCAPE DESIGN. Vaibhav Mohanty , Eugene I. Shakhnovich 2395-Pos Board B353 TOWARD A UNIFIED COMPUTATIONAL PLATFORM FOR INTEGRATING BIOPHYSICAL EXPERIMENTS AND SIMULATION MODELS. Sandra Byju , Fabrizio Marinelli 2396-Pos Board B354 PARSIMONIOUS RECOVERY OF CRYO-EM ENSEMBLE PROBABILI TIES. Luke Evans , Robert Gower, Aditya Rangan, Pilar Cossio 2397-Pos Board B355 PROPREP: PROPER PROTEIN PREPARATION PREVENTS PROBLEMATIC PRODUCTION SIMULATIONS. Adara Walker, Matthew J. Guberman Pfeffer 2398-Pos Board B356 HIGH PERFORMANCE, SCALABLE STRUCTURAL ANALYSIS WITH LAHUTA IN THE ERA OF GENERATIVE AI. Besian I. Sejdiu , Madan Babu 2399-Pos Board B357 DEEP DYNAMICAL NETWORK ANALYSIS (DDNA): A HYBRID DEEP LEARN ING FRAMEWORK FOR MOLECULAR DYNAMICS SIMULATIONS. Saeid Ghomi , Mahmoud Moradi 2400-Pos Board B358 CATVARIANT: COMPREHENSIVE ANALYSIS TOOLKIT FOR PROTEIN VARI ANT ANALYSIS. Khoa Ngo , Igor V. Vorobyov, Colleen E. Clancy, Hajar Amini 2401-Pos Board B359 Travel Award Winner STEERING STRUCTURE PREDICTIONS OF MECHANICAL PROTEINS USING TWISTED DIFFUSION SAMPLING AND ARBITRARY BAYESIAN LIKELI HOODS. Colin Klaus , Marcos M. Sotomayor 2402-Pos Board B360 DRGSCROLL: CONTINUOUS SIDE-CHAIN FLEXIBILITY IN INNOVATIVE GENETIC ALGORITHM FRAMEWORK IMPROVES DOCKING POSE ACCU RACY AND EARLY ENRICHMENT. Ehsan Sayyah, Muhammet Eren Ulug, Huseyin Tunc, Serdar Durdagi 2403-Pos Board B361 EFFECTIVELY EXTRACTING ALTERNATIVE PROTEIN CONFORMATIONS FROM ALPHAFOLD VIA ENTROPY GUIDANCE. David Wu , Liang Feng Other Novel Technical Developments (Boards B362 - B388) 2404-Pos Board B362 MOLECULAR BIOPHYSICS: A QUANTUM SENSING APPROACH. Nicole Voce , Paul Stevenson 2405-Pos Board B363 SMALL CONFINEMENT VOLUME AND REACTION RATES. Nancy L. Thompson, Daniel Axelrod 2406-Pos Board B364 ADVANCES IN BIOLOGICAL AND CHEMICAL DEUTERATION FOR NEU TRON SCATTERING STUDIES. Qiu Zhang , Honghai Zhang, Wellington C. Leite, Kevin Weiss, Alan C. Hicks, Sai Venkatesh Pingali, Volker Urban, Hugh M. O’Neill 2407-Pos Board B365 ASIC-BASED AC/DC CURRENT SEPARATION FOR NANOPORE SINGLE MOLECULE SENSING. Alessandro Porro , Ehsan Semsar Parapari, Marco Bennati, Michele Biondi, Leon Juarez, Filippo Cona, Federico Thei Board B352

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