Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling | ScienceToStartup | ScienceToStartup

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References (60)

[1]

Moirai 2.0: When Less Is More for Time Series Forecasting

2025Chenghao Liu, Taha İbrahim Aksu et al.

[2]

Synapse: Adaptive Arbitration of Complementary Expertise in Time Series Foundational Models

2025Sarkar Snigdha Sarathi Das, Palash Goyal et al.

[3]

Chronos-2: From Univariate to Universal Forecasting

Founder's Pitch

"Develop a foundation model for enhanced time series forecasting with Timer-S1, excelling in long-context predictions."

Time Series Foundation Models•Score: 5•View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

2/4 signals

Quick Build

1/4 signals

2.5

Series A Potential

0/4 signals

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Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

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References (60)

Founder's Pitch

"Develop a foundation model for enhanced time series forecasting with Timer-S1, excelling in long-context predictions."

Commercial Viability Breakdown

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Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

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References (60)

Founder's Pitch

"Develop a foundation model for enhanced time series forecasting with Timer-S1, excelling in long-context predictions."

Commercial Viability Breakdown

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