optimization

Affinity Groups

There are no Affinity Groups associated with this topic. View All Affinity Groups.

Upcoming Events & Trainings

No events or trainings are currently scheduled.

Topics from Ask.CI

Loading topics from Ask.CI...

Knowledge Base Resources

Title Category Tags Skill Level
Advanced Compilers: The Self-Guided Online Course Learning optimizationparallelizationtraining +1 more tags Advanced
Advanced Mathematical Optimization Techniques Learning optimizationpython Beginner, Intermediate, Advanced
Fine-tuning LLMs with PEFT and LoRA Video fasteroptimizationperformance-tuning +1 more tags Intermediate, Advanced

Engagements

Re-engineering Lilly’s KisunlaTM into a novel antibody targeting IL13RA2 against GBM using AI-driven macromolecular modeling
Atrium Health Levine Cancer
  • Summary and objectives of the proposed experiments: 
  1. An initial research-based Ab (scFv47, discovered by our collaborator Dr. Balyasnikova) model, modeling Ab-Ag (IL13RA2 against GBM) protein complex, and identifying the binding sites (epitopes) using ROSETTA and AlphaFold2 multimer tools.
  2. Graft the CDRs of scFv (single-chain variable fragment) of antibody or Bispecific T cell engagers (BTEs) onto the template Ab, the framework of Lilly's Kisunla™ Ab drug.
  3. Modify, improve, and optimize the overall or full antibody protein structures using AI-driven macromolecule modeling (AlphaFold3).
  4. Explore single nucleotide polymorphism (SNP), pathogenic genetic variants and N-glycosylation of IL13RA2 (target) protein domain interacting with the Ab candidates among the patient population using ROSETTA software packages.
Status: In Progress

People with Expertise

Doğan Sağbili

Koc University

Programs

ACCESS CSSN

Roles

cssn

Placeholder headshot

Expertise

c
+30 more tags

Xiaoqin Huang

Rice University

Programs

ACCESS CSSN

Roles

mentor, research computing facilitator, research software engineer, cssn

xqhuang at Rice

Expertise

Alexandra Lamtyugina

University of Hawaii, Manoa

Programs

ACCESS CSSN

Roles

student-facilitator

Photo of Alexandra Lamtyugina

Expertise

People with Interest

Gretta Kellogg

Pennsylvania State University

Programs

ACCESS CSSN

Roles

cssn

Placeholder headshot

Interests

+26 more tags

Xiaoyi Lu

University of California, Merced

Programs

ACCESS CSSN

Roles

cssn

Placeholder headshot

Interests

Katia Bulekova

Boston University

Programs

ACCESS CSSN, Campus Champions, CAREERS, CCMNet, Northeast

Roles

mentor, research computing facilitator, CCMNet

image of Katia Bulekova

Interests