Federico Zipoli

Pronouns

He/Him/His

Title

Research Scientist

Bio

I am a member of the team responsible for AI for material discovery and atomistic simulations of materials at the IBM Research – Zurich Lab.

Publications

A new era of collaborative experimentation enabled by multi-cloud and AI foundation models
- - Patrick Ruch
  - Alain Vaucher
  - et al.
- 2023
- Future Labs Live 2023
Enzyme Optimization via a Generative Language Modeling-Based Evolutionary Algorithm
- - Yves Gaetan Nana Teukam
  - Francesca Grisoni
  - et al.
- 2023
- MRS Spring Meeting 2023
Growing Strings in a Chemical Reaction Space for Searching Retrosynthesis Pathways
- - Federico Zipoli
  - Carlo Baldassari
  - et al.
- 2023
- MRS Spring Meeting 2023
Enzyme optimization via a generative language modeling-based evolutionary algorithm
- - Yves Gaetan Nana Teukam
  - Francesca Grisoni
  - et al.
- 2023
- ACS Spring 2023
Growing strings in a chemical reaction space for searching retrosynthesis pathways
- - Carlo Baldassari
  - Jannis Born
  - et al.
- 2023
- ACS Spring 2023
Prediction of Phase Diagrams and Associated Phase Structural Properties
- - Federico Zipoli
  - Victor Viterbo
  - et al.
- 2022
- MRS-J 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- - Matteo Manica
  - Joris Cadow
  - et al.
- 2022
- MRS Fall Meeting 2022
Learning a Reactive Potential for Silica-Water Through Uncertainty Attribution
- - Swagata Roy
  - Johannes Duerholt
  - et al.
- 2022
- MRS Fall Meeting 2022
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- - Matteo Manica
  - Joris Cadow
  - et al.
- 2022
- ACS Fall 2022
Deep learning assisted Suzuki cross coupling catalyst design
- - Oliver Schilter
  - Federico Zipoli
  - et al.
- 2022
- ACS Fall 2022

Patents

- 13 Sep 2021
- US
- 11121409
Electrochemical Energy Storage
- 24 May 2021
- US
- 11016965
Graphical User Interface For Defining Atomic Query For Querying Knowledge Graph Databases
- 23 Apr 2018
- US
- 9953839
Gate-stack Structure With A Diffusion Barrier Material
- 16 Apr 2018
- US
- 9947867
Amorphous Carbon Resistive Memory Element With Lateral Heat Dissipating Structure
- 01 May 2017
- US
- 9640759
Amorphous Carbon Resistive Memory Element With Lateral Heat Dissipating Structure

Projects

Lab that Learns

Leveraging AI foundation models and multi-cloud computing to usher in a new era of reproducible and collaborative experimentation for scientific discovery.

AI for Scientific Discovery

Creating the AI-enabled lab for a new era of reproducible and collaborative experimentation

View more projects

Blog posts

AI for chemistry: IBM and Evonik Industries to boost material design
Case study
Oliver Schilter, Theophile Gaudin, and Federico Zipoli
28 May 2021
8 minute read
- Accelerated Discovery
- Materials Discovery

Top collaborators

Teodoro Laino

Distinguished RSM, Manager

Marvin Alberts

Matteo Manica

Senior Research Scientist

Gianmarco Gabrieli

Pre-Doctoral Researcher