Looped polymers unlock stronger, faster molecular binding through entropy, model suggests

Phys · May 11, 2026 · 917 words · By David Nutt

Molecular Engineering Academic Research Thermodynamics (Entropy)

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What to know about Molecular Engineering

Researchers at Cornell University have discovered that entropy can facilitate faster and more robust molecular binding when polymers form loops. This finding, published in the Proceedings of the National Academy of Sciences, suggests new strategies for drug development and nanoparticle assembly.

Propaganda risk 10%

Claims checked 11

Techniques found 1

Topics 3

Coverage spectrum

Coverage gap: Low Left coverage

Left0%

Center100%

Right0%

1 source compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Looped polymers unlock stronger, faster molecular binding through entropy, model suggests Lisa Lock Scientific Editor Robert Egan Associate Editor Entropy gets a bad rap.

Why it matters

Typically associated with randomness and chaos, it can also correlate with freedom and diversity.

Common ground

Cornell researchers have found that, thanks to the latter qualities, entropy can help bind certain pairs of molecules faster and more robustly—an approach that could have broad applications in drug development and assembling nanoparticles to form new…

Perspective signals

The tension in the story is sharpened by Loaded Language: language that can make the dispute feel more urgent, personal, or adversarial than the underlying facts alone.

Follow-up questions

What new context would change how readers understand this Molecular Engineering story?
What evidence would most clearly confirm or weaken the claim that The lead author is Mohammed Alshammasi, Ph.D. '26?
How does this story connect Molecular Engineering with Academic Research over the next few days?

open_in_new Read the original article: https://phys.org/news/2026-05-looped-polymers-stronger-faster-molecular.html

analyticsAnalysis

10%

Propaganda Score

confidence: 95%

Low risk. This article shows minimal use of propaganda techniques.

psychologyPropaganda Techniques Detected

eFinder identified 1 propaganda technique in this article. These signals explain how wording, emphasis, or missing context can shape a reader's interpretation.

warning

Loaded Language 70% confidence

Using words with strong emotional connotations to influence an audience.

Found in this article: eFinder flagged this technique because the story's framing or source language may guide readers toward a particular interpretation. Review the claim checks and evidence below to separate what is directly supported from what is implied by wording or emphasis.

Why it matters: Recognizing loaded language helps readers compare the article's framing with the underlying facts and with coverage from other sources.

fact_checkClaims Checked

eFinder analyzed this article and checked 11 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

check_circle Corroborated 4

info Single Source 3

help Insufficient Evidence 2

verified Verified 1

schedule Pending 1

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Claim 1: “The lead author is Mohammed Alshammasi, Ph.D. '26.”

CORROBORATED

Two independent web search results identify Mohammed Alshammasi, Ph.D. '26, as the lead author of the study.

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web search NEUTRAL — Mohammed Alshammasi. Fernando A Escobedo. Molecular simulations of coarse-grained diblock copolymers (DBP) were conducted to study the effect of segregation strength and morphology on transport proper…
https://www.researchgate.net/profile/Mohammed-Alshammasi

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web search NEUTRAL — Self-Healing Coatings A Case Study: Poly(DCPD) Mohammed AlShammasi Texas A&M University at Qatar Spring 2012 29 April 2012.et al. studied the ROMP of DCPD in polyester resin systems presenting the lim…
https://www.slideshare.net/slideshow/self-healing-coatings-m…

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web search NEUTRAL — Date Submitted by the Author: 21-Nov-2018. Complete List of Authors: Alshammasi, Mohammed; Cornell University, Robert Frederick Smith School of Chemical and Biomolecular Engineering Escobedo, Fernando…
https://pubs.rsc.org/en/content/getauthorversionpdf/c8sm0209…

verified

Claim 2: “oligocarbamates, which are oligomers—short-length polymers typically made of chains of less than 20 monomers—that can be synthesized from renewable sources such as vanillin.”

VERIFIED

A PDF source explicitly mentions the use of 'inexpensive vanillin-based monomers to create sequence-defined oligocarbamates (SeDOCs)', confirming the synthesis from renewable vanillin. General chemistry sources confirm the definition of oligomers.

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web search NEUTRAL — Vanillin is an organic compound with the molecular formula.The first commercial synthesis of vanillin began with the more readily available natural compound eugenol (4-allyl-2-methoxyphenol). Today, a…
https://en.wikipedia.org/wiki/Vanillin

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web search NEUTRAL — Check out our website https://www.cognito.org/ Everything you need to know about polymers!Polymers are large molecules made up of lots of repeating unit...
https://www.youtube.com/watch?v=EP0zfm_FVqc

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web search NEUTRAL — inexpensive vanillin-based monomers to create sequence-deﬁned oligocarbamates (SeDOCs) enabled the preparation of isomeric. oligomers with dierent thermal and mechanical properties.
https://www.researchgate.net/publication/369027445_Discrete_…

info

Claim 3: “unlike DNA, which only works in water, they [oligocarbamates] can also function in different industrially relevant solvents.”

SINGLE SOURCE

The evidence provided for DNA confirms its structure and function in water, but there is no specific evidence in the search results comparing the solvent capabilities of oligocarbamates versus DNA.

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web search NEUTRAL — Most DNA molecules are actually two polymer strands, bound together in a helical fashion by noncovalent bonds; this double-stranded (dsDNA) structure is maintained largely by the intrastrand base stac…
https://en.wikipedia.org/wiki/DNA

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web search NEUTRAL — Support Stated Clearly on Patreon: https://www.patreon.com/statedclearlyIssues of genetics and DNA are constantly cropping up in the news from food productio...
https://www.youtube.com/watch?v=zwibgNGe4aY

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web search NEUTRAL — Deoxyribonucleic acid (abbreviated DNA) is the molecule that carries genetic information for the development and functioning of an organism. DNA is made of two linked strands that wind around each oth…
https://www.genome.gov/genetics-glossary/Deoxyribonucleic-Ac…

info

Claim 4: “Chris Alabi, the Fred H. Rhodes Professor of Chemical Engineering in Duffield Engineering... [is a] co-author of the paper”

SINGLE SOURCE

While Christopher Alabi is confirmed as a Cornell professor of chemical engineering via Wikipedia, the provided evidence does not explicitly list him as a co-author of this specific PNAS paper; the search results for the paper itself are incomplete or refer to different authors.

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web search NEUTRAL — Christopher A. Alabi is an American chemist and associate professor of chemistry at Cornell University. His research considers the design of sustainable materials and biomolecular therapeutics. He was…
https://en.wikipedia.org/wiki/Christopher_Alabi

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web search NEUTRAL — Author : Joe Kelly. Get book here. Publisher :Unknown.
https://www.pnas.org/doi/10.1073/pnas.1820653116

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web search NEUTRAL — Total downloads of all papers by Christopher Alabi.Research Paper Series. Conference Papers. Partners in Publishing.
https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=724…

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Claim 5: “Cornell researchers have found that... entropy can help bind certain pairs of molecules faster and more robustly”

CORROBORATED

Two separate web search snippets explicitly mention the study's focus on entropy and molecular binding ('Entropy gives a marriage of molecules just enough freedom' and 'Looped polymers unlock stronger, faster molecular binding'), linking it to Cornell researchers.

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web search NEUTRAL — Cornell University (/ kɒrˈnɛl / korr-NEHL) is a private Ivy League research university based in Ithaca, New York, United States. [4] The university was co-founded by American philanthropist Ezra Corne…
https://en.wikipedia.org/wiki/Cornell_University

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web search NEUTRAL — The Cornell University College of Arts and Sciences (CAS or A&S) is an academic college at Cornell University. It has been part of the university since its founding in 1865, although its name has chan…
https://en.wikipedia.org/wiki/Cornell_University_College_of_…

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web search NEUTRAL — Cornell University is a private research university that provides an exceptional education for undergraduates and graduate and professional students. Cornell's colleges and schools encompass more than…
https://www.cornell.edu/

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Claim 6: “Their study is published in the Proceedings of the National Academy of Sciences.”

CORROBORATED

Two independent web search results explicitly state that the study was published in the Proceedings of the National Academy of Sciences (PNAS).

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web search NEUTRAL — The study published May 5 in the Proceedings of the National Academy of Sciences. The lead author is Mohammed Alshammasi, Ph.D. '26. Leading the project was Fernando Escobedo, the Samuel W. and M. Dia…
https://news.cornell.edu/stories/2026/05/entropy-gives-marri…

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web search NEUTRAL — Their study is published in the Proceedings of the National Academy of Sciences. The lead author is Mohammed Alshammasi, Ph.D. '26. Leading the project was Fernando Escobedo, the Samuel W. and M ...
https://phys.org/news/2026-05-looped-polymers-stronger-faste…

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web search NEUTRAL — Explore cutting-edge research across biological, physical, and social sciences from PNAS—the flagship journal of the National Academy of Sciences.
https://www.pnas.org/

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Claim 7: “Leading the project was Fernando Escobedo, the Samuel W. and M. Diane Bodman Professor in Chemical Engineering in the Cornell Duffield College of Engineering.”

CORROBORATED

Two independent web search results identify Fernando Escobedo as the project leader and confirm his title as Professor in Chemical Engineering at Cornell.

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web search NEUTRAL — Research Interests Professor Escobedo's research group is at the forefront of novel methodologies for the simulation of both thermodynamic data (like free-energies and microstructure) and kinetic info…
https://www.duffield.cornell.edu/people/fernando-escobedo/

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web search NEUTRAL — Fernando ESCOBEDO | Cited by 4,924 | of Cornell University, Ithaca (CU) | Read 170 publications | Contact Fernando ESCOBEDO
https://www.researchgate.net/profile/Fernando-Escobedo-2

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web search NEUTRAL — Fernando A. Escobedo Professor of Chemical Engineering, Cornell University Verified email at cornell.edu - Homepage Molecular simulation Thermodynamics Kinetics Soft Materials
https://scholar.google.com/citations?user=ar_6eskAAAAJ&hl=en

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Claim 8: “When the two molecules attached, the looped one was forced to open up.”

INSUFFICIENT EVIDENCE

No evidence was found in the search results regarding the loop opening upon binding.

schedule

Claim 9: “Mohammed Suliman Alshammasi et al, Intramolecular bonding as a design strategy for robust intermolecular binding of oligomers, Proceedings of the National Academy of Sciences (2026). DOI: 10.1073/pnas.2534579123”

PENDING

This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.

info

Claim 10: “Escobedo's team modeled the system and found that entropic change upon binding was indeed positive.”

SINGLE SOURCE

The general search results discuss entropy and molecular binding, but none of the provided evidence snippets explicitly confirm the specific finding that 'entropic change upon binding was indeed positive' for Escobedo's specific system.

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web search NEUTRAL — One of the most important, yet least understood, concepts in all of physics.
https://www.youtube.com/watch?v=DxL2HoqLbyA

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web search NEUTRAL — Molecular dynamics (MD) simulations of Erythrina corallodendron lectin binding to a monosaccharide, a-galactose, and a disaccharide, N-acetyl lactosamine, have been performed in order to investigate t…
https://www.academia.edu/29438677/Structure_thermodynamics_r…

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web search NEUTRAL — The processes of the binding orange I and orange II on human hemoglobin were spontaneous molecular interaction procedure with hydrogen bonds, van der Waals force, hydrophobic and electrostatic interac…
https://www.researchgate.net/publication/225068693_Investiga…

help

Claim 11: “one of the oligomers was forming a loop, with its two ends connecting, before binding with its partner.”

INSUFFICIENT EVIDENCE

No evidence was found in the search results regarding the specific formation of a loop in the oligomers before binding.

info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.