Threshold-Filtered Kinetic Monte Carlo Simulation for Real-Time Simulation and Control of Biomass Fractionation.

Juhyeon Kim, Jiae Ryu, Qiang Yang, Chang Geun Yoo, Joseph Sang-Il Kwon

Abstract read

In one paragraph

Article in Industrial & engineering chemistry research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Juhyeon KimArtie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77845, United States.

Jiae RyuDepartment of Chemical Engineering, State University of New York College of Environmental Science and Forestry, Syracuse, New York 13210, United States.

Qiang YangSchool of Packaging, Michigan State University, East Lansing, Michigan 48824, United States.

Chang Geun YooDepartment of Chemical Engineering, State University of New York College of Environmental Science and Forestry, Syracuse, New York 13210, United States.ORCID https://orcid.org/0000-0002-6179-2414

Joseph Sang-Il KwonArtie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77845, United States.ORCID https://orcid.org/0000-0002-7903-5681

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For lignin and other polymer reaction systems, reaction kinetics are inherently complex. Individual bond-cleavage reactions exhibit a wide distribution of activation energies due to structural heterogeneity among β-

Identifiers

PMID41908869

DOI10.1021/acs.iecr.5c04698

PMCPMC13022807

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.