Academic Research for Venture Capital
Academic Research for Venture Capital
We monitor thousands of new papers daily across economics, finance, and decision science, then surface the ones that actually matter to how you raise, deploy, and return capital. [ Sources | FAQ ]
VC Lifecycle Stages. Select a stage:
LIVE
AI-Driven VC & Decision Science
Research on how AI, prediction systems, and decision frameworks reshape sourcing, screening, and judgment in venture investing.
A machine learning-driven decision support system for startup investments using entropy-based adaptive loss with sample weighting
LIVE
Exit Performance
Research on IPOs, acquisitions, and liquidity outcomes, showing how timing, markets, and company fundamentals shape venture-backed exits.
Initial Public Offerings in the Indian Stock Market: A Literature Review
LIVE
Deal Structuring
Research on term sheets, staged financing, ownership, and control rights, explaining how venture deals balance incentives, risk, and upside.
Creditor control rights and corporate social responsibility: evidence from covenant violations
LIVE
Team Dynamics
Research on founders, teams, and human capital, examining how experience, incentives, and relationships influence company building and investment decisions.
More Than One Woman: Team Composition and Intersectional Dimensions as Moderators of Psychological Safety in Tech Organizations
LIVE
Market Cycles
Research on funding booms, downturns, valuations, and returns, showing how changing market conditions shape venture behavior and performance.
The impact of economic policy uncertainty on financial cycle and business cycle: focusing on Korea
LIVE
LP Dynamics
Research on limited partners, fund allocation, and performance measurement, showing how capital providers influence venture strategy and fund formation.
Institutional investor behaviour and the energy transition: A complexity framework for sustainable finance in the UK
LIVE
Angel Investing
Research on angel investors, early-stage screening, and founder signals, highlighting how the earliest startup capital gets allocated and supported.
A new organisational model to promote entrepreneurial finance: Business Angel Platforms
LIVE
Venture Capital
Core research on how venture firms raise funds, select startups, structure investments, monitor companies, and ultimately generate returns.
A new organisational model to promote entrepreneurial finance: Business Angel Platforms
Signal Rate
0.2%
of screened papers became live signals.
System Totals
- Tracked Topics
- 8
- Screened Papers
- 356,677
- Canonical Papers
- 1,637
- Live Signals
- 699
- Must-Reads
- 365