researcher

Pascal Friederich

Karlsruhe Institute of Technology

25 papers hereh-index 325.4k citations102 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author2
middle author11
last author11

Across the 24 of 25 papers where every author was matched, so the position is known.

fields

affiliations

Karlsruhe Institute of Technology

Homepage

same name

Pascal Friederich — 10 papers, h 5
Pascal Friederich — 4 papers, h 1
Pascal Friederich — 4 papers, h 2
Pascal Friederich — 1 paper, h 2
Pascal Friederich — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20192023

most citedSelf-Referencing Embedded Strings (SELFIES): A 100% robust molecular string representation

663 citations · 1.7k across the 24 of their papers we have counts for

collaborators

Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 31 cited

Scientific intuition inspired by machine learning generated hypotheses

Pascal Friederich, Mario Krenn, Isaac Tamblyn +1

Machine learning with application to questions in the physical sciences has become a widely used tool, successfully applied to classification, regression and optimization tasks in…

cs.LG2020

Neural Message Passing on High Order Paths

Daniel Flam-Shepherd, Tony Wu, Pascal Friederich +1

Graph neural network have achieved impressive results in predicting molecular properties, but they do not directly account for local and hidden structures in the graph such as func…