Pith. sign in

Researcher Evidence Record

Ehsan Roohi

This bounded record lists 24 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include physics.flu-dyn, astro-ph.HE, physics.bio-ph work dated 2017 to 2026. 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.

Enumerated paper scope: 5 fields (physics.flu-dyn, astro-ph.HE, physics.bio-ph, +2 more) · 2017-2026 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.

  1. 2026 Pith paper

    Cross-stream pressure support and the limits of scalar relaxation in rarefied Poiseuille flow

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  2. 2026 Pith paper

    Gaussian kinetic representations of rarefied nonequilibrium flows

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  3. 2026 Pith paper

    Quantity-Dependent Bulk-to-Wall Observability of Surface Loading in Rarefied Hypersonic Flow over Triangular Protrusions

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  4. 2026 Pith paper

    Anti-Fourier heat flux does not certify the fourth-order closure state of a rarefied cavity

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  5. 2026 Pith paper

    Closure-channel identifiability and two-channel recovery in monatomic kinetic normal shocks

    astro-ph.HE provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  6. 2026 Pith paper

    Tail observability and fourth-order closure recovery in physics-informed neural networks for Bhatnagar-Gross-Krook normal shocks

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  7. 2026 Pith paper

    Transport-preserving neural ab initio scattering kernels for rarefied binary gas mixtures

    physics.chem-ph provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  8. 2026 Pith paper

    Prescribed Wall-Heat-Flux Control of Blockage and Impulse in a Rarefied Micro-Nozzle

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 1 pith inbound references from cited_work_pith_inbound_counts
  9. 2026 Pith paper

    Rarefaction-induced inflation and similarity breakdown of hypersonic bow shocks over a circular cylinder

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  10. 2026 Pith paper

    Shock-Centered Low-Rank Structure and Neural-Operator Representation of Rarefied Micro-Nozzle Flows

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    backfill
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    • 2 pith inbound references from cited_work_pith_inbound_counts
  11. 2026 Pith paper

    Resolving Cryogenic and Hypersonic Rarefied Flows via Deep Learning-Accelerated Lennard-Jones DSMC

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    2
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  12. 2025 Pith paper

    Learning Rarefied Gas Dynamics with Physics-Enforced Neural Networks

    physics.flu-dyn provisional current review present

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    Author position
    1
    Identity state
    provisional
    Source confidence
    0.7
    Review coverage
    Measured: a current Pith review exists.
    Citation counts
    No source count is attached to this work row.
  13. 2025 Pith paper

    Multi-Objective Aerodynamic Optimization of Ride Height and Rake Angle in a Sedan Car Using CFD and Machine Learning

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  14. 2025 Pith paper

    Wall Wettability Control of Cavitation Patterns and Stability

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  15. 2025 Pith paper

    Data-Driven Surrogate Modeling of DSMC Solutions Using Deep Neural Networks

    physics.comp-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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
  16. 2025 Pith paper

    Passive Cavitation Mitigation on Hydrofoils via Porous Media: A Comparative Study of LES and RANS Models

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  17. 2025 Pith paper

    A Computational Approach for Modeling Platelet Adhesion Dynamics on Thrombogenic Surfaces

    physics.bio-ph provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  18. 2023 Pith paper

    Computational Study of Rarefied Gas Flow and Heat Transfer in Lid-driven Cylindrical Cavities

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  19. 2021 Pith paper

    Pressure-driven Nitrogen Flow in Divergent Microchannels with Isothermal Walls

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  20. 2018 Pith paper

    Numerical study of liquid flow and heat transfer in rectangular microchannel with longitudinal vortex generators

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  21. 2018 Pith paper

    Numerical study of flow patterns and heat transfer in mini twisted oval tubes

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  22. 2018 Pith paper

    Flow and Thermal Fields Investigation in Divergent Micro/Nano Channels

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  23. 2017 Pith paper

    Knudsen pump inspired by Crookes radiometer with a specular wall

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.
  24. 2017 Pith paper

    DSMC investigation of rarefied gas flow through diverging micro- and nanochannels

    physics.flu-dyn provisional measured, no current review

    Sources and evidence
    Authorship source
    arxiv_oai
    Printed name
    Ehsan Roohi
    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.

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.

LaneStateObservedBoundary and source
identity Measured 2 Canonical identity row plus public typed identifiers.
source=authors, author_identifiers
papers Measured 24 of 24 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 11 of 24 bounded rows Coverage count only. No review outcome is projected onto the person.
source=current_verdicts
citations Measured 4 of 24 bounded rows Counts remain itemized by work and source.
source=cited_works
coauthors Measured 22 of 24 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
    Ehsan Roohi
    backfill
    confidence 0.6
Enumerated research scope

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

  • physics.flu-dyn20 rows
  • astro-ph.HE1 rows
  • physics.bio-ph1 rows
  • physics.chem-ph1 rows
  • physics.comp-ph1 rows
  • 20172 rows
  • 20183 rows
  • 20211 rows
  • 20231 rows
  • 20256 rows
  • 202611 rows
Shared-work index
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.