SOTA
Try free

SOTA Institute

Research moves fast.
Now you can keep up.

PaperCast is your weekly research playlist, narrated. Debrief is your semantic search engine for the entire literature, with citations on every answer.

PaperCast

Curated research, made for listening.

Each week, the most consequential papers in seven disciplines, narrated in your choice of three formats. Skim the transcript, jump to what interests you, and trace every claim back to the source.

Listen below for this week's free episode. Sign in to unlock the full seven-discipline catalog.

Loading...

Level
Style
Voice

Loading transcript…

0:00
0:00

Three formats, your choice

A two-host conversation, a focused walkthrough, or the quick essentials. Pick the one that fits how you want to listen this week.

Seven disciplines, every week

Computer science, biology, materials, economics, earth and planetary, physics, psychology. One paper per discipline, fresh each week.

Curated for momentum or gravity

We pick papers earning citations and discussion in their fields right now. Recent enough to matter, established enough to be worth your time. No random pulls, no hype.

Every claim sourced

Tap any claim in the transcript to see exactly where it lives in the paper. Trust isn't asked for; it's verifiable.

Tier-1 journals, version-labeled

Every paper comes from a top-tier journal cohort. Each carries a version label (peer-reviewed published, preprint, or author manuscript), so you see what you're getting before you press play.

Pick your narrator

Male or female voice, your call. Switch any time, even mid-paper. Nothing about how you listen is locked in.

Debrief

Hours of literature review, condensed.

Search semantically across every discipline. Chat with any paper, then read at the depth you choose. Every answer cited.

Match 1
A comprehensive survey of sine cosine algorithm: variants and applications
Gabis et al. · Computer Science · Artificial Intelligence Review
Match 2
Application of Meta-Heuristic Algorithms for Training Neural Networks and Deep Learning Architectures: A Comprehensive Review
Kaveh et al. · Computer Science · Neural Processing Letters
Match 3
Recent Versions and Applications of Sparrow Search Algorithm
Awadallah et al. · Computer Science · Archives of Computational Methods in Engineering
Match 4
Deep Neuro-Fuzzy System application trends, challenges, and future perspectives: a systematic survey
Talpur et al. · Neuroscience · Artificial Intelligence Review
Match 5
A Survey of Machine Learning Models in Renewable Energy Predictions
Lai et al. · Computer Science · Applied Sciences
Match 6
Advances in Sparrow Search Algorithm: A Comprehensive Survey
Gharehchopogh et al. · Computer Science · Archives of Computational Methods in Engineering
Match 7
Developing an integrated assessment model for salt intrusion mitigation measures in delta systems
Pourteimouri et al. · Earth and Planetary Sciences · University of Twente Research Information
Match 8
Table Of Contents
Prakash et al. · Economics, Econometrics and Finance
Match 9
Grasshopper Optimization Algorithm: Theory, Variants, and Applications
Meraihi et al. · Computer Science · IEEE Access
Match 10
A blending ensemble learning model for crude oil price forecasting
Hasan et al. · Economics, Econometrics and Finance · Annals of Operations Research

A comprehensive survey of sine cosine algorithm: variants and applications

Asma Benmessaoud Gabis, Yassine Meraihi, Seyedali Mirjalili, et al.
Open AccessArtificial Intelligence Review · DOI 10.1007/s10462-021-10026-y

Q&A is open after sign-in

Anyone can read the demo paper above. Join the waitlist to chat with this paper and any other in our catalog.

Join waitlist

Semantic search, not keyword search

Debrief understands meaning, so the right paper surfaces even when you don't know the right terms.

Across every discipline

One search reaches CS, biology, physics, materials, economics, earth and planetary, psychology, and beyond. No siloes.

Talk to any paper

Once you've picked a paper, ask it anything. Every answer grounds back to a specific section and page.

Read on your terms

Skim the summary, jump to one section, or read the full paper. Whatever you pick, every citation is clickable back to the source.

Start with a question, not a citation

When you don't know which paper you need, Debrief surfaces what matches across disciplines, helps you narrow, then opens it ready to read.

Inline citations on every answer

Click any citation to see exactly where the claim lives in the original text. Trust isn't asked for; it's verifiable.

Early Access

Get on the list.

Free during early access. No credit card. No commitments.