Search Results for author: Joern Ploennigs

Found 8 papers, 3 papers with code

Generative AI and the History of Architecture

no code implementations22 Dec 2023 Joern Ploennigs, Markus Berger

In this chapter, we investigate this question for generative AI platforms for text and image generation for different architectural styles, to understand the capabilities and boundaries of knowledge of those tools.

Image Generation

Automating Computational Design with Generative AI

1 code implementation5 Jul 2023 Joern Ploennigs, Markus Berger

This paper investigates the potential of current AI generators in addressing such challenges, specifically for the creation of simple floor plans.

What Makes a Good Dataset for Symbol Description Reading?

no code implementations17 Apr 2023 Karol Lynch, Joern Ploennigs, Bradley Eck

The usage of mathematical formulas as concise representations of a document's key ideas is common practice.

document understanding Math +3

Causal Temporal Graph Convolutional Neural Networks (CTGCN)

no code implementations16 Mar 2023 Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs

Our CTGCN architecture is based on a causal discovery mechanism, and is capable of discovering the underlying causal processes.

Causal Discovery

AI Art in Architecture

no code implementations19 Dec 2022 Joern Ploennigs, Markus Berger

Recent diffusion-based AI art platforms are able to create impressive images from simple text descriptions.

Scaling Knowledge Graphs for Automating AI of Digital Twins

1 code implementation26 Oct 2022 Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya

Digital Twins are digital representations of systems in the Internet of Things (IoT) that are often based on AI models that are trained on data from those systems.

Knowledge Graphs

TSML (Time Series Machine Learnng)

no code implementations27 May 2020 Paulito Palmes, Joern Ploennigs, Niall Brady

Over the past years, the industrial sector has seen many innovations brought about by automation.

Time Series Time Series Analysis

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