Research

Research management and data discovery platform

Research Projects
Project Name Status Papers Last Updated Actions
Deep Learning for NLP In Progress 12 2026-07-10
Graph Neural Networks Survey Draft 5 2026-07-08
Quantum Computing Review Completed 23 2026-06-15
Climate Modeling Archive Archived 8 2025-12-20
Paper Discovery

Attention Is All You Need

Vaswani et al. 2017 NeurIPS Cited: 120,000+
Natural Language Processing Deep Learning Transformer

BERT: Pre-training of Deep Bidirectional Transformers

Devlin et al. 2019 NAACL Cited: 95,000+
Natural Language Processing Pre-training

Deep Residual Learning for Image Recognition

He et al. 2016 CVPR Cited: 180,000+
Computer Vision Deep Learning CNN

Generative Adversarial Networks

Goodfellow et al. 2014 NeurIPS Cited: 85,000+
Generative Models Deep Learning

Learning Transferable Visual Models From Natural Language Supervision

Radford et al. 2021 ICML Cited: 45,000+
Multimodal Learning Computer Vision NLP
Citation Analysis

Citation Network Graph

Seed Papers References

Annual Citation Trend

2021
2022
2023
2024
2025
2026
180,245
↑ 12%
Attention Is All You Need Vaswani, A. et al. · NeurIPS 2017
120,830
↑ 18%
95,420
↑ 8%
Generative Adversarial Networks Goodfellow, I. et al. · NeurIPS 2014
85,100
↓ 3%
45,670
↑ 25%
Personalized Recommendations
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Data Analysis Tools
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Exploratory Data Analysis

Load CSV/JSON data, get summary statistics, detect outliers, and visualize distributions.

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Statistical Tests

T-test, ANOVA, Chi-square, correlation, linear regression, and normality tests.

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Chart Generator

Generate line, bar, scatter, pie charts and heatmaps. Supports matplotlib, seaborn & plotly.

Symbolic Math (SymPy)

Simplify, expand, factor, solve equations, differentiate, integrate, and matrix operations.

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Network Analysis

Build graphs, compute centrality, shortest paths, detect communities, and visualize networks.

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Big Data Processing

High-performance data processing with Polars and out-of-core analysis with Vaex.

Research Skills Toolkit

Ethics Review

Review research for ethical concerns, detect bias, and generate consent checklists.

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Hypothesis Generator

Generate research hypotheses, design experiments, and evaluate hypothesis quality.

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NSFC Proposal Assistant

Generate NSFC proposal outlines, check completeness, budget suggestions, and timelines.

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Grants Finder

Search and match research funding opportunities from NSFC, NSF, ERC, NIH, and more.

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What-If Oracle

Scenario analysis, counterfactual reasoning, and research trend projection.

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Digital Humanities Profiler

Profile DH projects, suggest methodologies, and generate toolchains.