A research scientist with 9+ years across computer science, information retrieval, and applied machine learning. Has prepared and reviewed survey manuscripts, tutorial articles, and field-synthesis papers for computer science venues. Brings practical experience with survey structure, benchmark coverage, reproducibility expectations, and the distinction between a primary research paper and a review article.
How to write a point-by-point response to reviewers for Nature Communications, where the rebuttal you write is published with your paper and major revisions usually mean new experiments.
A point-by-point rebuttal guide for Scientific Reports authors, grounded in the journal's soundness-only criterion and in pre-submission reviews on Scientific Reports manuscripts.
Pre-submission guide for Nature Structural and Molecular Biology (NSMB) authors targeting structural-biology research. Grounded in pre-submission reviews on NSMB-targeted manuscripts.
Before submitting to ACS Catalysis, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something ACS Catalysis editors check at desk-screen.
Before submitting to ACS Nano, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something ACS Nano editors check at desk-screen.
Before submitting to Analytical Chemistry (ACS), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Anal Chem editors check at desk-screen.
Pre-submission guide for Angewandte Chemie International Edition authors targeting chemistry advance for international Angewandte readership. Grounded in pre-submission reviews on Angewandte IE-targeted manuscripts.
Pre-submission guide for Angewandte Chemie International Edition authors targeting chemistry advance for international Angewandte readership. Grounded in pre-submission reviews on Angewandte IE-targeted manuscripts.
Pre-submission guide for Angewandte Chemie International Edition authors targeting chemistry advance for international Angewandte readership. Grounded in pre-submission reviews on Angewandte IE-targeted manuscripts.
Pre-submission guide for BMC Medicine authors targeting clinical research with population-level relevance and methodological transparency. Grounded in pre-submission reviews on BMC Medicine-targeted manuscripts.
Pre-submission guide for BMC Medicine authors targeting clinical research with population-level relevance and methodological transparency. Grounded in pre-submission reviews on BMC Medicine-targeted manuscripts.
Pre-submission guide for BMC Medicine authors targeting clinical research with population-level relevance and methodological transparency. Grounded in pre-submission reviews on BMC Medicine-targeted manuscripts.
Pre-submission guide for BMC Medicine authors targeting clinical research with population-level relevance and methodological transparency. Grounded in pre-submission reviews on BMC Medicine-targeted manuscripts.
Before submitting to BMJ Open, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something BMJ Open editors check at desk-screen.
Before submitting to Clinical Infectious Diseases (Oxford University Press), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something CID editors check at desk-screen.
Before submitting to Construction and Building Materials (Elsevier), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something CBM editors check at desk-screen.
Before submitting to Current Biology, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Current Biology editors check at desk-screen.
Before submitting to Environmental Science & Technology (ACS), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something ES&T editors check at desk-screen.
Before submitting to Food Chemistry (Elsevier), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Food Chemistry editors check at desk-screen.
Before submitting to International Journal of Molecular Sciences, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something IJMS editors check at desk-screen.
Pre-submission and post-decision guide for JAMA (Journal of the American Medical Association) authors. Grounded in pre-submission reviews on JAMA-targeted manuscripts.
Pre-submission guide for JCI Insight (American Society for Clinical Investigation) authors targeting translational research. Grounded in pre-submission reviews on JCI Insight-targeted manuscripts.
Pre-submission guide for JCI Insight (American Society for Clinical Investigation) authors targeting translational research. Grounded in pre-submission reviews on JCI Insight-targeted manuscripts.
Pre-submission guide for JCI Insight (American Society for Clinical Investigation) authors targeting translational research. Grounded in pre-submission reviews on JCI Insight-targeted manuscripts.
Pre-submission guide for JCI Insight (American Society for Clinical Investigation) authors targeting translational research. Grounded in pre-submission reviews on JCI Insight-targeted manuscripts.
Before submitting to JCI Insight (American Society for Clinical Investigation), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something JCI Insight editors check at desk-screen.
Before submitting to Journal of Clinical Oncology (ASCO), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something JCO editors check at desk-screen.
Before submitting to Journal of Colloid and Interface Science (Elsevier), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something JCIS editors check at desk-screen.
Before submitting to Journal of Hazardous Materials (Elsevier), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something JHazMat editors check at desk-screen.
Before submitting to Journal of Materials Chemistry A (RSC), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something JMCA editors check at desk-screen.
Before submitting to Molecular Cell, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Molecular Cell editors check at desk-screen.
Before submitting to Nano Letters (ACS), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Nano Letters editors check at desk-screen.
Pre-submission guide for Nature Structural and Molecular Biology (NSMB) authors targeting structural-biology research. Grounded in pre-submission reviews on NSMB-targeted manuscripts.
Pre-submission guide for Nature Structural and Molecular Biology (NSMB) authors targeting structural-biology research. Grounded in pre-submission reviews on NSMB-targeted manuscripts.
Before submitting to Nature Structural and Molecular Biology (NSMB), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something NSMB editors check at desk-screen.
Pre-submission guide for Nature Structural and Molecular Biology (NSMB) authors targeting structural-biology research. Grounded in pre-submission reviews on NSMB-targeted manuscripts.
Pre-submission and post-decision guide for The New England Journal of Medicine (NEJM) authors. Grounded in pre-submission reviews on NEJM-targeted manuscripts.
Before submitting to Neuron (Cell Press), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Neuron editors check at desk-screen.
Before submitting to Physical Review D (APS), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Physical Review D editors check at desk-screen.
Before submitting to Physical Review Letters (PRL), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Physical Review Letters editors check at desk-screen.
Pre-submission and post-decision guide for Physical Review Letters (PRL) authors. Grounded in pre-submission reviews on Physical Review Letters-targeted manuscripts.
Before submitting to PLOS Medicine, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something PLOS Medicine editors check at desk-screen.
Before submitting to PNAS Nexus (NAS), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something PNAS Nexus editors check at desk-screen.
Before submitting to RSC Advances, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something RSC Advances editors check at desk-screen.
Before submitting to Science, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Science editors check at desk-screen.
Before submitting to Small (Wiley), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Small editors check at desk-screen.
Before submitting to Sustainability (MDPI), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Sustainability editors check at desk-screen.
Before submitting to Water Research (Elsevier), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something Water Research editors check at desk-screen.
A practical Computer Science Review submission guide for authors deciding whether their survey is broad enough, expert enough, and useful enough for a general computer-science readership.
Advanced Energy Materials can move quickly on obvious fit questions, but the real timing depends on whether the paper proves a field-level energy consequence.
Analytical Chemistry publishes clear review-speed metrics, but the real submission issue is whether the paper advances measurement science strongly enough.
Bioresource Technology publishes unusually clear timing metrics, but the main issue is still whether the paper is genuinely a bioresource-technology paper.
Brain formatting is mostly about clean manuscript architecture: editable files, title limits, structured section order, declarations, thumbnails, and a package that does not rely on the supplement to explain itself.
Cancer Research can make an early decision quickly, but the useful issue is whether the paper is mechanistic enough for AACR's flagship biology audience.
Carbohydrate Polymers formatting problems are usually package problems: named polymer focus, glycan characterization, a 300-word abstract, a required graphical abstract, and a clean Elsevier file stack.
Cell Stem Cell cover letters work when they show function first, keep the mechanism claim disciplined, and explain why the story is complete enough for review now.
Cell Stem Cell formatting is really article-shaping: article type, 150-word summary, figure count, graphical abstract, STAR Methods, and reviewer-ready data access all need to support the same claim.
Ceramics International formatting problems are usually package-discipline problems: a concise abstract, category-coded keywords, reproducible methods, and artwork files that support one ceramics story.
Circulation Research formatting problems are usually mechanism-package problems: the abstract, figure order, supplement, and disclosure layer all have to support one mechanistic cardiovascular claim.
Circulation Research is not a casual cardiovascular venue. The review clock mainly reflects how fast the editors can tell whether the paper is mechanistic enough.
Clinical Cancer Research can reject weak translational packages early, but manuscripts that survive review still move on a multi-week oncology timeline.
Current Biology cover letters work when they state one biological point clearly, explain the broad readership case, and avoid sounding like a redirected specialist manuscript.
Current Biology formatting problems are usually package problems: concise story shape, a 175-word abstract, a clean Cell Press manuscript file, and methods/data language that all point to the same biological claim.
Current Biology moves quickly at the front end, but the useful distinction is between the very fast triage clock and the slower path for papers that really enter review.
JACC cover letters work when they explain the broad cardiovascular consequence, the flagship readership case, and why the manuscript belongs in JACC specifically.
JACC formatting is really clinical-package formatting: title discipline, structured abstract, central illustration, perspectives, disclosures, and a manuscript that looks ready for a fast editorial read.
JACC's own public messaging is speed-first, but the real point is that the journal forms a view quickly on whether the manuscript deserves the flagship audience.
JAMA Cardiology cover letters work when they show a broad cardiology consequence quickly and avoid sounding like a prestige pitch for a narrower paper.
JAMA Cardiology formatting is not mainly stylistic. It is a disciplined JAMA Network package: 3000-word research paper, structured abstract, Key Points, reporting checklist, data sharing, and clean display-item limits.
Lancet Infectious Diseases cover letters work when they show why the result matters beyond one local setting and why a global infectious-disease readership should care now.
Lancet Infectious Diseases formatting is really editorial packaging: abstract discipline, selective figures and references, reporting files, and a package that proves the paper travels beyond one local setting.
Lancet Infectious Diseases is a good example of a journal where timing is mostly a function of consequence. Papers with obvious mismatch can move fast. Papers that are plausible but not clearly world-leading can spend more time in editorial sorting.
Lancet Neurology cover letters work when they explain what changes for neurologists, why the manuscript is broad enough, and why the paper belongs here specifically.
Lancet Neurology formatting is really editorial packaging: word limits, exact abstract headings, figure and reference caps, reporting checklists, and a data-sharing statement all have to line up.
Lancet Neurology is a journal where the first useful timing question is not how fast peer review runs, but how quickly the editors decide whether the paper has enough broad clinical-neurology consequence to deserve review at all.
Molecular Psychiatry cover letters work when they explain the psychiatric consequence clearly, keep translational claims disciplined, and prove the paper belongs in this journal.
Molecular Psychiatry formatting problems are usually package-identity problems: an unstructured abstract, a 5,000-word article shape, no keywords, and a manuscript that still has to prove real psychiatric relevance.
Nature Neuroscience cover letters work when they explain the causal advance, the broad field consequence, and why the package is already complete enough.
Nature Neuroscience formatting is really a submission-readiness test: one editorially readable manuscript file, clear figures and methods, broad-neuroscience writing, and source-data discipline.
Nature Neuroscience looks fast at the first screen and slow across the whole path. Both are true. The journal decides quickly whether the paper belongs in the conversation, then takes much longer to turn a live file into an accepted one.
Science Translational Medicine formatting is really translational-package discipline: title length, concise abstract, article limits, figure economy, and a submission stack that proves the human bridge is already in the data.
Water Research formatting problems are usually package-discipline problems: a concise abstract, clean title page, required highlights, sensible keywords, and a manuscript that looks broader than one local study.
A practical guide to submitting to Cell Metabolism, including fit, mechanistic expectations, disease relevance, and how to prepare a review-ready package.
A practical Nature Reviews Molecular Cell Biology submission guide for authors deciding whether a review concept is broad, authoritative, and timely enough to pitch.
ACS Catalysis requires AI disclosure under ACS rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for ACS Catalysis submissions.
ACS Nano requires AI disclosure under ACS rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for ACS Nano submissions.
Advanced Functional Materials requires AI disclosure under Wiley rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for AFM submissions.
Advanced Materials requires AI disclosure under Wiley rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Advanced Materials submissions.
Analytical Chemistry (ACS) requires AI disclosure under the publisher rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Anal Chem submissions.
Angewandte Chemie International Edition requires AI disclosure under Wiley rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Angewandte IE submissions.
BMC Medicine requires AI disclosure under Springer Nature rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for BMC Medicine submissions.
Pre-submission and post-decision guide for The BMJ (British Medical Journal) authors. Grounded in pre-submission reviews on The BMJ-targeted manuscripts.
BMJ Open requires AI disclosure under BMJ rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for BMJ Open submissions.
Clinical Infectious Diseases (Oxford University Press) requires AI disclosure under the publisher rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for CID submissions.
Construction and Building Materials (Elsevier) requires AI disclosure under Elsevier rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for CBM submissions.
Current Biology requires AI disclosure under Cell Press rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Current Biology submissions.
Environmental Science & Technology (ACS) requires AI disclosure under ACS rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for ES&T submissions.
Food Chemistry (Elsevier) requires AI disclosure under Elsevier rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Food Chemistry submissions.
International Journal of Molecular Sciences requires AI disclosure under MDPI rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for IJMS submissions.
JCI Insight (American Society for Clinical Investigation) requires AI disclosure under the publisher rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for JCI Insight submissions.
Journal of Colloid and Interface Science (Elsevier) requires AI disclosure under Elsevier rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for JCIS submissions.
Journal of Hazardous Materials (Elsevier) requires AI disclosure under Elsevier rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for JHazMat submissions.
Journal of Materials Chemistry A (RSC) requires AI disclosure under the publisher rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for JMCA submissions.
Journal of Physical Chemistry C (ACS) requires AI disclosure under the publisher rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for JPCC submissions.
Before submitting to Journal of Physical Chemistry C (ACS), verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something JPCC editors check at desk-screen.
Nano Letters (ACS) requires AI disclosure under the publisher rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Nano Letters submissions.
Nature Structural and Molecular Biology (NSMB) requires AI disclosure under Springer Nature rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for NSMB submissions.
Physical Review D (APS) requires AI disclosure under APS rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Physical Review D submissions.
Physical Review Letters (PRL) requires AI disclosure under APS rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Physical Review Letters submissions.
PLOS Medicine requires AI disclosure under PLOS rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for PLOS Medicine submissions.
PNAS Nexus (NAS) requires AI disclosure under the publisher rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for PNAS Nexus submissions.
RSC Advances requires AI disclosure under RSC rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for RSC Advances submissions.
Science of The Total Environment requires AI disclosure under Elsevier rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for STOTEN submissions.
Before submitting to Science of The Total Environment, verify these 12 items covering scope-fit, methods completeness, data availability, ethics, and reference cleanliness. Each is something STOTEN editors check at desk-screen.
Small (Wiley) requires AI disclosure under Wiley rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Small submissions.
Sustainability (MDPI) requires AI disclosure under MDPI rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Sustainability submissions.
Water Research (Elsevier) requires AI disclosure under Elsevier rules. AI cannot be an author. This guide covers where to disclose, what to disclose, and the consequences of non-compliance for Water Research submissions.
Applied Sciences desk rejections usually happen when the paper claims practical relevance without proving it. This guide shows the editorial screens to fix before submission.
Cell submission guide: mechanistic completeness requirements, figure standards, cover letter framing, and editorial failure patterns from review work.
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