Academic Research for Venture Capital

639 surfaced papers

Academic Research for Venture Capital

639 surfaced papers

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 ]

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VC Lifecycle Stages. Select a stage:

LIVE

AI-Driven VC & Decision Science

sourcing selection monitoring

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

exits

Research on IPOs, acquisitions, and liquidity outcomes, showing how timing, markets, and company fundamentals shape venture-backed exits.

Price Determination in Public Offering and Evaluation Methods

LIVE

Deal Structuring

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

sourcing selection monitoring

Research on founders, teams, and human capital, examining how experience, incentives, and relationships influence company building and investment decisions.

Founder human capital under institutional heterogeneity: category-based evaluation in emerging market financing

LIVE

Market Cycles

fund formation exits

Research on funding booms, downturns, valuations, and returns, showing how changing market conditions shape venture behavior and performance.

Regime vs. shock: A machine learning approach to the market timing puzzle

LIVE

LP Dynamics

fund formation

Research on limited partners, fund allocation, and performance measurement, showing how capital providers influence venture strategy and fund formation.

Herding behaviour of institutional investors: Evidence from an emerging market

LIVE

Angel Investing

sourcing selection structuring

Research on angel investors, early-stage screening, and founder signals, highlighting how the earliest startup capital gets allocated and supported.

Do angels come to stay: Examining the investment model in business angels reinvestment intentions

LIVE

Venture Capital

fund formation sourcing selection structuring monitoring exits

Core research on how venture firms raise funds, select startups, structure investments, monitor companies, and ultimately generate returns.

Opening the Black Box of the Venture Capital-Entrepreneur Relationship

Signal Rate

0.2%

of screened papers became live signals.

System Totals

Tracked Topics
8
Screened Papers
313,406
Canonical Papers
1,471
Live Signals
639
Must-Reads
338