University of California-Davis · BiochemistryMacromolecule Structure Lab
Krzysztof A Fidelis · Davis, California
Research Focus
Dr. Krzysztof A Fidelis leads a research lab focused on improving our understanding of macromolecule structures, which are crucial for biology and medicine. His work, primarily through the Critical Assessment of Structure Prediction (CASP) program, involves using advanced computational techniques, including deep learning, to predict protein structures. By participating in a global research community, the lab aims to enhance methods for modeling complex biological systems relevant to drug design and disease mechanisms.
protein structuredeep learningcomputational biologystructure predictiondrug design
Research Aims
4AIM 01Advance methods for predicting protein structures using deep learning techniques.
AIM 02Evaluate the accuracy of computational models against experimental structures.
AIM 03Facilitate community engagement and knowledge sharing within structural biology.
AIM 04Develop infrastructure and software for efficient model evaluation and analysis.
Skills the Lab Values
bioinformaticsmachine learningdata managementcomputational modelingnumerical analysis
Output against the department
Publications133bottom 38% of dept.251st of 402
this lab
most publishedleast published
Citations9.9ktop 49% of dept.196th of 402
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.