Researcher Evidence Record

AkshatKumar Nigam

This bounded record lists 10 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include cs.LG, cs.NE, physics.chem-ph 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 10 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 0 of 10 papers carrying a current Pith review; presence, not outcome Sourced citations 6 of 10 works with a source-named citation count Coauthors 50 distinct coauthors across shared paper rows

Enumerated paper scope: 6 fields (cs.LG, cs.NE, physics.chem-ph, +3 more) · 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
Quantum Computing-Enhanced Algorithm Unveils Novel Inhibitors for KRAS

quant-ph provisional measured, no current review

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

arxiv_oai

Printed name

AkshatKumar Nigam

Author position

3

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
Recent advances in the Self-Referencing Embedding Strings (SELFIES) library

physics.chem-ph provisional measured, no current review

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

arxiv_oai

Printed name

AkshatKumar Nigam

Author position

3

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
2022 Pith paper
Tartarus: A Benchmarking Platform for Realistic And Practical Inverse Molecular Design

cs.CE provisional measured, no current review

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

arxiv_oai

Printed name

AkshatKumar Nigam

Author position

1

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
2022 Pith paper
On scientific understanding with artificial intelligence

cs.CY provisional measured, no current review

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

arxiv_oai

Printed name

AkshatKumar Nigam

Author position

10

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
2022 Pith paper

SELFIES and the future of molecular string representations

physics.chem-ph provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

AkshatKumar Nigam

Author position

16

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
JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular Design

cs.NE provisional measured, no current review

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

arxiv_oai

Printed name

AkshatKumar Nigam

Author position

1

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
2021 Pith paper

Assigning Confidence to Molecular Property Prediction

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

AkshatKumar Nigam

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.
2020 Pith paper

Curiosity in exploring chemical space: Intrinsic rewards for deep molecular reinforcement learning

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

AkshatKumar Nigam

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

Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space

cs.NE provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

AkshatKumar Nigam

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

cs.LG provisional measured, no current review

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

arxiv_oai

Printed name

AkshatKumar Nigam

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

3 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	10 of 10 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 10 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	6 of 10 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	50 of 10 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
AkshatKumar Nigam 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.LG3 rows
cs.NE2 rows
physics.chem-ph2 rows
cs.CE1 rows
cs.CY1 rows
quant-ph1 rows
20192 rows
20201 rows
20212 rows
20223 rows
20231 rows
20241 rows

Shared-work index

Adamo Young1 shared rows
paper_authors
Adrian Jinich1 shared rows
paper_authors
Al\'an Aspuru-Guzik7 shared rows
paper_authors
Alan Aspuru-Guzik3 shared rows
paper_authors
Alba Cervera-Lierta1 shared rows
paper_authors
Alberto Alexander Gayle1 shared rows
paper_authors
Alex Aliper1 shared rows
paper_authors
Alex Zhavoronkov1 shared rows
paper_authors
Alston Lo2 shared rows
paper_authors
Andrew D. White1 shared rows
paper_authors
Andrew Wang1 shared rows
paper_authors
Andrew White1 shared rows
paper_authors
Angelo Frei1 shared rows
paper_authors
Anna Lyakisheva1 shared rows
paper_authors
Anshul Kundaje1 shared rows
paper_authors
Ardalan Hosseini Mansob1 shared rows
paper_authors
Berend Smit1 shared rows
paper_authors
Chong Sun1 shared rows
paper_authors
Christoph Gorgulla1 shared rows
paper_authors
Daniel Varoli1 shared rows
paper_authors
Daniil Polykovsky1 shared rows
paper_authors
Dmitry Bezrukov1 shared rows
paper_authors
Dominik Lemm1 shared rows
paper_authors
Eugene Radchenko1 shared rows
paper_authors
Fanye Meng1 shared rows
paper_authors
Felix Strieth-Kalthoff1 shared rows
paper_authors
Feng Ren1 shared rows
paper_authors
Florian H\"ase2 shared rows
paper_authors
Gabriel dos Passos Gomes1 shared rows
paper_authors
Gary Tom2 shared rows
paper_authors
Guido Falk von Rudorff1 shared rows
paper_authors
Igor Stagljar1 shared rows
paper_authors
Jamie Snider1 shared rows
paper_authors
Jinxin Liu1 shared rows
paper_authors
John Willes1 shared rows
paper_authors
Jos\'e Manuel N\'apoles-Duarte1 shared rows
paper_authors
Kevin Maik Jablonka1 shared rows
paper_authors
Kjell Jorner1 shared rows
paper_authors
Kohulan Rajan1 shared rows
paper_authors
Krishna M. Padmanabha Das1 shared rows
paper_authors
Lela Bitar1 shared rows
paper_authors
Luca A. Thiede2 shared rows
paper_authors
Mario Krenn6 shared rows
paper_authors
Marta Skreta1 shared rows
paper_authors
Matteo Aldeghi2 shared rows
paper_authors
Matthew F. D. Hurley1 shared rows
paper_authors
Mohammad Ghazi Vakili1 shared rows
paper_authors
Naruki Yoshikawa1 shared rows
paper_authors
Pascal Friederich4 shared rows
paper_authors
Robert Pollice6 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.