Researcher Evidence Record

Emmanuel de B\'ezenac

This bounded record lists 12 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.LG, stat.ML, cs.SY work dated 2019 to 2024. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Identity 2 canonical identity row plus typed public identifiers Pith papers 12 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 0 of 12 papers carrying a current Pith review; presence, not outcome Sourced citations 4 of 12 works with a source-named citation count Coauthors 26 distinct coauthors across shared paper rows

Enumerated paper scope: 3 fields (cs.LG, stat.ML, cs.SY) · 2019-2024 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

2024 Pith paper
Poseidon: Efficient Foundation Models for PDEs

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

6

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

11 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper

An operator preconditioning perspective on training in physics-informed machine learning

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

4

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper

Module-wise Training of Neural Networks via the Minimizing Movement Scheme

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper

Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper
Unifying GANs and Score-Based Diffusion as Generative Particle Models

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

5

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper
Convolutional Neural Operators for robust and accurate learning of PDEs

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

8

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

2 pith inbound references from cited_work_pith_inbound_counts
2022 Pith paper

Block-wise Training of Residual Networks via the Minimizing Movement Scheme

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2021 Pith paper

LEADS: Learning Dynamical Systems that Generalize Across Environments

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2020 Pith paper

Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

4

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2020 Pith paper

A Principle of Least Action for the Training of Neural Networks

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2019 Pith paper

Optimal Unsupervised Domain Translation

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2019 Pith paper
Learning Dynamical Systems from Partial Observations

cs.SY provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Emmanuel de B\'ezenac

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

2 pith inbound references from cited_work_pith_inbound_counts

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	12 of 12 bounded rows	Rows attributed to this author UUID in the Pith corpus. source=paper_authors
works	Measured zero	0 of 0 bounded rows	Imported works not duplicated by the paper ledger. source=author_works
reviews	Measured zero	0 of 12 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	4 of 12 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	26 of 12 bounded rows	Shared-work edges from admitted paper rows. source=paper_authors
account	Unavailable	No public count of 1 bounded rows	Account metadata is separate from corpus evidence. source=users.author_id

Public identity sources

name variant
Emmanuel de B\'ezenac backfill
confidence 0.6

identity history

Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

cs.LG9 rows
stat.ML2 rows
cs.SY1 rows
20192 rows
20202 rows
20211 rows
20221 rows
20235 rows
20241 rows

Shared-work index

Alain Rakotomamonjy1 shared rows
paper_authors
Arthur Pajot1 shared rows
paper_authors
Bogdan Raoni\'c3 shared rows
paper_authors
Florent Bonnet1 shared rows
paper_authors
Francesca Bartolucci2 shared rows
paper_authors
Ibrahim Ayed7 shared rows
paper_authors
J\'er\'emie Dona1 shared rows
paper_authors
Jean-Yves Franceschi1 shared rows
paper_authors
Julien Brajard1 shared rows
paper_authors
Ludovic Dos Santos1 shared rows
paper_authors
Maximilian Herde1 shared rows
paper_authors
Micka\"el Chen1 shared rows
paper_authors
Mike Gartrell1 shared rows
paper_authors
Nicolas Baskiotis1 shared rows
paper_authors
Nicolas Thome1 shared rows
paper_authors
Patrick Gallinari7 shared rows
paper_authors
Rima Alaifari2 shared rows
paper_authors
Roberto Molinaro3 shared rows
paper_authors
Roger K\"appeli1 shared rows
paper_authors
Siddhartha Mishra4 shared rows
paper_authors
Skander Karkar3 shared rows
paper_authors
Thibaut Issenhuth1 shared rows
paper_authors
Tim De Ryck2 shared rows
paper_authors
Tobias Rohner2 shared rows
paper_authors
Vincent Le Guen1 shared rows
paper_authors
Yuan Yin2 shared rows
paper_authors

Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.

Self-published account annex

Linked Pith account

Unavailable No public Pith account is linked to this corpus identity.

The account lane is self-published. Linking proves account control only and changes no corpus fact.