Dimitrios Christofidellis

Title

Research Engineer

Bio

Dimitrios is a Research Engineer in the Accelerated Discovery for Scientific Discovery group at IBM Research Europe - Zürich. He received his Doctoral degree from the Queen's University Belfast in 2023 with his thesis entitled “Accelerating Scientific Discovery Using Domain Adaptive Language Modelling”. Also, he holds Bachelor’s and Master’s degrees from Computer Engineering and Informatics Department of University of Patras, Greece. He joined IBM Research Europe - Zürich for the first time in 2018. His experience lies in the broad AI domain focusing on Machine learning, Natural Language Processing, Knowledge Graphs and a current strong interest on AI-driven autonomous labs and multimodal generative models.

Publications

Activity Recognition in Scientific Experimentation using Multimodal Visual Encoding
- - Gianmarco Gabrieli
  - Irina Espejo Morales
  - et al.
- 2024
- Digital Discovery
Multimodal foundation models for more reproducible scientific experimentation and data capture
- - Patrick Ruch
  - Gianmarco Gabrieli
  - et al.
- 2024
- Future Labs Live 2024
Activity recognition in scientific experimentation using multimodal visual encoding
- - Gianmarco Gabrieli
  - Irina Espejo Morales
  - et al.
- 2024
- Digital Discovery
Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
- - Amol Thakkar
  - Andrea Giovannini
  - et al.
- 2023
- NeurIPS 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection
- - Daniele Comi
  - Dimitrios Christofidellis
  - et al.
- 2023
- EMNLP 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- ICML 2023
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
Accelerating material design with the generative toolkit for scientific discovery
- - Matteo Manica
  - Jannis Born
  - et al.
- 2023
- npj Computational Materials
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- MRS Spring Meeting 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- ACS Spring 2023

Patents

- 04 Nov 2024
- US
- 12135746
Automatic Knowledge Graph Construction

Projects

AI for Scientific Discovery
Creating the AI-enabled lab for a new era of reproducible and collaborative experimentation
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.
Accelerator Technologies
We're developing technological solutions to assist subject matter experts with their scientific workflows by enabling the Human-AI co-creation process.

Top collaborators