Kondwani Munthali
Employers on the program
- 2025University of Malawi1 talk
Events1
Conferences1
Talks1
Years active2025
The year around now
Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.
Appearances by year
- FOSS4G
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Nov 17, 2025 | FOSS4G 2025 | FOSS4G | speaker | GeoAI Transformer–LSTM Boosts Maize-Yield Accuracy in Malawi’s Smallholder Fields as University of Malawi Leave-one-field-out tests on Malawian smallholder plots compare multiband/index linear regression, XGBoost, CNN-LSTM, a frozen ViT and a ViT-LSTM on Sentinel-2…Show lessLeave-one-field-out tests on Malawian smallholder plots compare multiband/index linear regression, XGBoost, CNN-LSTM, a frozen ViT and a ViT-LSTM on Sentinel-2 VT–R1 stacks. ViT-LSTM delivers the best accuracy (RMSE 0.022 t ha⁻¹) but runs 2.5 × slower than CNN-LSTM. |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Mathews Jere | 1 | 1 | 2025 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.