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	<title>Bio &amp; Genomics | Axiotech Technical Library - Axiotech Automation Ltd</title>
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	<description>TwinCAT, industrial automation, OEM machine engineering, Autodesk Inventor development, AI and GAMP 5-aligned validation support.</description>
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		<title>HPC and AI for Bioinformatics and Genomics on Hyperion</title>
		<link>https://axiotech.co.uk/hyperion-technical-library/article/bio-genomics-hpc-ai/</link>
		
		<dc:creator><![CDATA[axiomatrix]]></dc:creator>
		<pubDate>Sat, 29 Aug 2026 10:24:52 +0000</pubDate>
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					<description><![CDATA[Memory-bound assembly and variant pipelines in research and sequencing-core production, with imaging AI beside the instrument.]]></description>
										<content:encoded><![CDATA[<p>Modern genomics combines millions of short tasks, memory-heavy graph algorithms, accelerated alignment or basecalling and auditable production workflows. The right platform is determined by sample throughput, peak memory, scratch I/O, reference-data reuse and turnaround targets—not sequencing volume alone. These stages have different parallel forms. Run sample-level throughput jobs…</p>
<p><a href="https://axiotech.co.uk/hyperion-technical-library/article/bio-genomics-hpc-ai/" rel="nofollow">Source</a></p>]]></content:encoded>
					
		
		
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		<title>Application Note: Production Variant Calling and Long-Read Assembly</title>
		<link>https://axiotech.co.uk/hyperion-technical-library/article/application-note-genomics-variant-calling-long-read-assembly/</link>
		
		<dc:creator><![CDATA[axiomatrix]]></dc:creator>
		<pubDate>Sat, 29 Aug 2026 10:24:52 +0000</pubDate>
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					<description><![CDATA[A reproducible Nextflow/Slurm pattern for sample throughput, memory-heavy assembly, accelerated stages and governed genomic data.]]></description>
										<content:encoded><![CDATA[<p>This application pattern covers a mixed genomics service: routine short-read germline processing, occasional cohort operations and long-read assembly. It deliberately separates throughput scheduling from memory-heavy jobs and treats workflow provenance as part of the deliverable. Use AxiKeystone for method development and memory-heavy single-node work; AxiLattice for the production Slurm…</p>
<p><a href="https://axiotech.co.uk/hyperion-technical-library/article/application-note-genomics-variant-calling-long-read-assembly/" rel="nofollow">Source</a></p>]]></content:encoded>
					
		
		
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		<title>Product Use Brief: Hyperion X1260 AxiForge</title>
		<link>https://axiotech.co.uk/hyperion-technical-library/article/product-use-brief-hyperion-x1260-axiforge/</link>
		
		<dc:creator><![CDATA[axiomatrix]]></dc:creator>
		<pubDate>Sat, 29 Aug 2026 10:24:52 +0000</pubDate>
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					<description><![CDATA[A professional two-GPU training, visualisation and applied-research server for larger datasets and models.]]></description>
										<content:encoded><![CDATA[<p>A professional two-GPU training, visualisation and applied-research server for larger datasets and models. This brief explains where the baseline fits, the software and operating model it supports, and the evidence Axiotech should use to validate a final configuration. Indicative specifications remain subject to component availability, export compliance and formal quotation. One 4U node…</p>
<p><a href="https://axiotech.co.uk/hyperion-technical-library/article/product-use-brief-hyperion-x1260-axiforge/" rel="nofollow">Source</a></p>]]></content:encoded>
					
		
		
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		<title>Product Use Brief: Hyperion X1140-C AxiKeystone</title>
		<link>https://axiotech.co.uk/hyperion-technical-library/article/product-use-brief-hyperion-x1140c-axikeystone/</link>
		
		<dc:creator><![CDATA[axiomatrix]]></dc:creator>
		<pubDate>Sat, 29 Aug 2026 10:24:52 +0000</pubDate>
				<guid isPermaLink="false">https://axiotech.co.uk/hyperion-technical-library/article/product-use-brief-hyperion-x1140c-axikeystone/</guid>

					<description><![CDATA[A CPU- and memory-led HPC platform for simulation, genomics, analytics, compilation and workloads with large in-memory working sets.]]></description>
										<content:encoded><![CDATA[<p>A CPU- and memory-led HPC platform for simulation, genomics, analytics, compilation and workloads with large in-memory working sets. This brief explains where the baseline fits, the software and operating model it supports, and the evidence Axiotech should use to validate a final configuration. Indicative specifications remain subject to component availability, export compliance and formal…</p>
<p><a href="https://axiotech.co.uk/hyperion-technical-library/article/product-use-brief-hyperion-x1140c-axikeystone/" rel="nofollow">Source</a></p>]]></content:encoded>
					
		
		
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		<title>Product Use Brief: Hyperion X3140 AxiLattice</title>
		<link>https://axiotech.co.uk/hyperion-technical-library/article/product-use-brief-hyperion-x3140-axilattice/</link>
		
		<dc:creator><![CDATA[axiomatrix]]></dc:creator>
		<pubDate>Sat, 29 Aug 2026 10:24:52 +0000</pubDate>
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					<description><![CDATA[A shared departmental CPU-compute facility for research pipelines, simulation, genomics and queued multi-user work.]]></description>
										<content:encoded><![CDATA[<p>A shared departmental CPU-compute facility for research pipelines, simulation, genomics and queued multi-user work. This brief explains where the baseline fits, the software and operating model it supports, and the evidence Axiotech should use to validate a final configuration. Indicative specifications remain subject to component availability, export compliance and formal quotation.</p>
<p><a href="https://axiotech.co.uk/hyperion-technical-library/article/product-use-brief-hyperion-x3140-axilattice/" rel="nofollow">Source</a></p>]]></content:encoded>
					
		
		
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